Pandas Profiling Report

Dataset statistics

Number of variables	87
Number of observations	819592
Missing cells	2923099
Missing cells (%)	4.1%
Total size in memory	550.3 MiB
Average record size in memory	704.0 B

Variable types

Numeric	74
Text	13

Alerts

`vlan_id` has constant value ""	Constant
`bidirectional_cwr_packets` has constant value ""	Constant
`bidirectional_ece_packets` has constant value ""	Constant
`bidirectional_urg_packets` has constant value ""	Constant
`src2dst_cwr_packets` has constant value ""	Constant
`src2dst_ece_packets` has constant value ""	Constant
`src2dst_urg_packets` has constant value ""	Constant
`dst2src_cwr_packets` has constant value ""	Constant
`dst2src_ece_packets` has constant value ""	Constant
`dst2src_urg_packets` has constant value ""	Constant
`requested_server_name` has 85278 (10.4%) missing values	Missing
`client_fingerprint` has 684924 (83.6%) missing values	Missing
`server_fingerprint` has 685707 (83.7%) missing values	Missing
`user_agent` has 729736 (89.0%) missing values	Missing
`content_type` has 737454 (90.0%) missing values	Missing
`expiration_id` is highly skewed (γ1 = 25.49637754)	Skewed
`tunnel_id` is highly skewed (γ1 = 452.6541174)	Skewed
`bidirectional_packets` is highly skewed (γ1 = 269.1751872)	Skewed
`bidirectional_bytes` is highly skewed (γ1 = 288.7157973)	Skewed
`src2dst_packets` is highly skewed (γ1 = 380.9165681)	Skewed
`src2dst_bytes` is highly skewed (γ1 = 416.6942601)	Skewed
`dst2src_packets` is highly skewed (γ1 = 277.3184197)	Skewed
`dst2src_bytes` is highly skewed (γ1 = 341.911266)	Skewed
`bidirectional_min_piat_ms` is highly skewed (γ1 = 23.12046912)	Skewed
`bidirectional_ack_packets` is highly skewed (γ1 = 315.2545538)	Skewed
`bidirectional_psh_packets` is highly skewed (γ1 = 271.5200403)	Skewed
`bidirectional_rst_packets` is highly skewed (γ1 = 61.4520365)	Skewed
`src2dst_ack_packets` is highly skewed (γ1 = 450.7065269)	Skewed
`src2dst_psh_packets` is highly skewed (γ1 = 385.7670085)	Skewed
`src2dst_rst_packets` is highly skewed (γ1 = 87.26733622)	Skewed
`dst2src_ack_packets` is highly skewed (γ1 = 318.2594555)	Skewed
`dst2src_psh_packets` is highly skewed (γ1 = 320.9870882)	Skewed
`dst2src_rst_packets` is highly skewed (γ1 = 40.85727694)	Skewed
`expiration_id` has 818337 (99.8%) zeros	Zeros
`src_port` has 18386 (2.2%) zeros	Zeros
`dst_port` has 18386 (2.2%) zeros	Zeros
`vlan_id` has 819592 (100.0%) zeros	Zeros
`tunnel_id` has 819588 (> 99.9%) zeros	Zeros
`bidirectional_duration_ms` has 21411 (2.6%) zeros	Zeros
`src2dst_duration_ms` has 500515 (61.1%) zeros	Zeros
`dst2src_first_seen_ms` has 30113 (3.7%) zeros	Zeros
`dst2src_last_seen_ms` has 30113 (3.7%) zeros	Zeros
`dst2src_duration_ms` has 491905 (60.0%) zeros	Zeros
`dst2src_packets` has 30113 (3.7%) zeros	Zeros
`dst2src_bytes` has 30113 (3.7%) zeros	Zeros
`bidirectional_stddev_ps` has 33969 (4.1%) zeros	Zeros
`src2dst_stddev_ps` has 529048 (64.6%) zeros	Zeros
`dst2src_min_ps` has 30113 (3.7%) zeros	Zeros
`dst2src_mean_ps` has 30113 (3.7%) zeros	Zeros
`dst2src_stddev_ps` has 479531 (58.5%) zeros	Zeros
`dst2src_max_ps` has 30113 (3.7%) zeros	Zeros
`bidirectional_min_piat_ms` has 317754 (38.8%) zeros	Zeros
`bidirectional_mean_piat_ms` has 21411 (2.6%) zeros	Zeros
`bidirectional_stddev_piat_ms` has 453887 (55.4%) zeros	Zeros
`bidirectional_max_piat_ms` has 21411 (2.6%) zeros	Zeros
`src2dst_min_piat_ms` has 617629 (75.4%) zeros	Zeros
`src2dst_mean_piat_ms` has 500515 (61.1%) zeros	Zeros
`src2dst_stddev_piat_ms` has 529796 (64.6%) zeros	Zeros
`src2dst_max_piat_ms` has 500515 (61.1%) zeros	Zeros
`dst2src_min_piat_ms` has 681861 (83.2%) zeros	Zeros
`dst2src_mean_piat_ms` has 491905 (60.0%) zeros	Zeros
`dst2src_stddev_piat_ms` has 554502 (67.7%) zeros	Zeros
`dst2src_max_piat_ms` has 491905 (60.0%) zeros	Zeros
`bidirectional_syn_packets` has 541039 (66.0%) zeros	Zeros
`bidirectional_cwr_packets` has 819592 (100.0%) zeros	Zeros
`bidirectional_ece_packets` has 819592 (100.0%) zeros	Zeros
`bidirectional_urg_packets` has 819592 (100.0%) zeros	Zeros
`bidirectional_ack_packets` has 539908 (65.9%) zeros	Zeros
`bidirectional_psh_packets` has 587663 (71.7%) zeros	Zeros
`bidirectional_rst_packets` has 760106 (92.7%) zeros	Zeros
`bidirectional_fin_packets` has 548638 (66.9%) zeros	Zeros
`src2dst_syn_packets` has 541041 (66.0%) zeros	Zeros
`src2dst_cwr_packets` has 819592 (100.0%) zeros	Zeros
`src2dst_ece_packets` has 819592 (100.0%) zeros	Zeros
`src2dst_urg_packets` has 819592 (100.0%) zeros	Zeros
`src2dst_ack_packets` has 542641 (66.2%) zeros	Zeros
`src2dst_psh_packets` has 589050 (71.9%) zeros	Zeros
`src2dst_rst_packets` has 770470 (94.0%) zeros	Zeros
`src2dst_fin_packets` has 553714 (67.6%) zeros	Zeros
`dst2src_syn_packets` has 548115 (66.9%) zeros	Zeros
`dst2src_cwr_packets` has 819592 (100.0%) zeros	Zeros
`dst2src_ece_packets` has 819592 (100.0%) zeros	Zeros
`dst2src_urg_packets` has 819592 (100.0%) zeros	Zeros
`dst2src_ack_packets` has 540142 (65.9%) zeros	Zeros
`dst2src_psh_packets` has 590102 (72.0%) zeros	Zeros
`dst2src_rst_packets` has 788785 (96.2%) zeros	Zeros
`dst2src_fin_packets` has 561665 (68.5%) zeros	Zeros
`application_is_guessed` has 768268 (93.7%) zeros	Zeros
`label` has 404571 (49.4%) zeros	Zeros

Reproduction

Analysis started	2023-07-30 18:13:49.665257
Analysis finished	2023-07-30 18:14:12.920314
Duration	23.26 seconds
Software version	ydata-profiling vv4.2.0
Download configuration	config.json

id
Real number (ℝ)

Distinct	74530
Distinct (%)	9.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23575.71506

Minimum	0
Maximum	74529
Zeros	35
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	1251
Q1	7312
median	18589
Q3	36424
95-th percentile	62234
Maximum	74529
Range	74529
Interquartile range (IQR)	29112

Descriptive statistics

Standard deviation	19067.38412
Coefficient of variation (CV)	0.8087722501
Kurtosis	-0.4075938978
Mean	23575.71506
Median Absolute Deviation (MAD)	13160
Skewness	0.7543258712
Sum	1.932246746 × 10¹⁰
Variance	363565137.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	35	< 0.1%
24	35	< 0.1%
26	35	< 0.1%
27	35	< 0.1%
28	35	< 0.1%
29	35	< 0.1%
30	35	< 0.1%
31	35	< 0.1%
32	35	< 0.1%
33	35	< 0.1%
Other values (74520)	819242	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	35	< 0.1%
1	35	< 0.1%
2	35	< 0.1%
3	35	< 0.1%
4	35	< 0.1%

Value	Count	Frequency (%)
74529	2	< 0.1%
74528	2	< 0.1%
74527	2	< 0.1%
74526	2	< 0.1%
74525	2	< 0.1%

expiration_id
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.001531249695

Minimum	0
Maximum	1
Zeros	818337
Zeros (%)	99.8%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.03910123828
Coefficient of variation (CV)	25.53550763
Kurtosis	648.0668491
Mean	0.001531249695
Median Absolute Deviation (MAD)	0
Skewness	25.49637754
Sum	1255
Variance	0.001528906835
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	818337	99.8%
1	1255	0.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	818337	99.8%
1	1255	0.2%

Value	Count	Frequency (%)
1	1255	0.2%
0	818337	99.8%

src_ip
Text

Distinct	874
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.5 MiB

Length

Max length	35
Median length	9
Mean length	10.22869672
Min length	2

Characters and Unicode

Total characters	8383358
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	< 0.1%

Sample

1st row	192.168.1.111
2nd row	192.168.1.111
3rd row	fe80::6529:a551:88b9:f0ca
4th row	192.168.1.191
5th row	192.168.1.191

Value	Count	Frequency (%)
10.0.2.15	592433	72.3%
192.168.1.191	162496	19.8%
10.0.0.46	10192	1.2%
192.168.1.193	5514	0.7%
192.168.1.192	5200	0.6%
fe80::16cc:20ff:fe51:33ea	4363	0.5%
192.168.1.240	4200	0.5%
10.0.0.34	3574	0.4%
fe80::725a:fff:fee4:9bc0	3387	0.4%
192.168.1.249	2534	0.3%
Other values (864)	25699	3.1%

Most occurring characters

Value	Count	Frequency (%)
.	2417577	28.8%
1	2150020	25.6%
0	1261575	15.0%
2	831020	9.9%
5	612901	7.3%
9	382186	4.6%
6	218794	2.6%
8	218718	2.6%
:	68550	0.8%
f	57943	0.7%
Other values (8)	164074	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5761713	68.7%
Other Punctuation	2486127	29.7%
Lowercase Letter	135518	1.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	2150020	37.3%
0	1261575	21.9%
2	831020	14.4%
5	612901	10.6%
9	382186	6.6%
6	218794	3.8%
8	218718	3.8%
4	37995	0.7%
3	36366	0.6%
7	12138	0.2%

Lowercase Letter

Value	Count	Frequency (%)
f	57943	42.8%
e	43305	32.0%
c	13319	9.8%
a	11703	8.6%
b	6319	4.7%
d	2929	2.2%

Other Punctuation

Value	Count	Frequency (%)
.	2417577	97.2%
:	68550	2.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	8247840	98.4%
Latin	135518	1.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	2417577	29.3%
1	2150020	26.1%
0	1261575	15.3%
2	831020	10.1%
5	612901	7.4%
9	382186	4.6%
6	218794	2.7%
8	218718	2.7%
:	68550	0.8%
4	37995	0.5%
Other values (2)	48504	0.6%

Latin

Value	Count	Frequency (%)
f	57943	42.8%
e	43305	32.0%
c	13319	9.8%
a	11703	8.6%
b	6319	4.7%
d	2929	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8383358	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	2417577	28.8%
1	2150020	25.6%
0	1261575	15.0%
2	831020	9.9%
5	612901	7.3%
9	382186	4.6%
6	218794	2.6%
8	218718	2.6%
:	68550	0.8%
f	57943	0.7%
Other values (8)	164074	2.0%

src_mac
Text

Distinct	39
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.5 MiB

Length

Max length	17
Median length	17
Mean length	17
Min length	17

Characters and Unicode

Total characters	13933064
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2c:6e:85:56:dd:b7
2nd row	2c:6e:85:56:dd:b7
3rd row	2c:6e:85:56:dd:b7
4th row	60:6c:66:cb:78:61
5th row	60:6c:66:cb:78:61

Value	Count	Frequency (%)
08:00:27:a3:83:43	593120	72.4%
60:6c:66:cb:78:61	162496	19.8%
78:e4:00:6c:39:cd	13766	1.7%
ec:1a:59:83:28:11	6831	0.8%
00:13:33:b0:18:50	6762	0.8%
00:62:6e:51:27:2e	5237	0.6%
14:cc:20:51:33:ea	4954	0.6%
70:5a:0f:e4:9b:c0	4220	0.5%
44:65:0d:56:cc:d3	4200	0.5%
00:16:6c:ab:6b:88	3483	0.4%
Other values (29)	14523	1.8%

Most occurring characters

Value	Count	Frequency (%)
:	4097960	29.4%
0	2055447	14.8%
3	1847161	13.3%
8	1403988	10.1%
6	861451	6.2%
7	788594	5.7%
4	638590	4.6%
2	628637	4.5%
a	619195	4.4%
c	392454	2.8%
Other values (7)	599587	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8539606	61.3%
Other Punctuation	4097960	29.4%
Lowercase Letter	1295498	9.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2055447	24.1%
3	1847161	21.6%
8	1403988	16.4%
6	861451	10.1%
7	788594	9.2%
4	638590	7.5%
2	628637	7.4%
1	228927	2.7%
5	49802	0.6%
9	37009	0.4%

Lowercase Letter

Value	Count	Frequency (%)
a	619195	47.8%
c	392454	30.3%
b	185563	14.3%
e	54088	4.2%
d	28628	2.2%
f	15570	1.2%

Other Punctuation

Value	Count	Frequency (%)
:	4097960	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	12637566	90.7%
Latin	1295498	9.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	4097960	32.4%
0	2055447	16.3%
3	1847161	14.6%
8	1403988	11.1%
6	861451	6.8%
7	788594	6.2%
4	638590	5.1%
2	628637	5.0%
1	228927	1.8%
5	49802	0.4%

Latin

Value	Count	Frequency (%)
a	619195	47.8%
c	392454	30.3%
b	185563	14.3%
e	54088	4.2%
d	28628	2.2%
f	15570	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13933064	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	4097960	29.4%
0	2055447	14.8%
3	1847161	13.3%
8	1403988	10.1%
6	861451	6.2%
7	788594	5.7%
4	638590	4.6%
2	628637	4.5%
a	619195	4.4%
c	392454	2.8%
Other values (7)	599587	4.3%

src_oui
Text

Distinct	34
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.5 MiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	6556736
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2c:6e:85
2nd row	2c:6e:85
3rd row	2c:6e:85
4th row	60:6c:66
5th row	60:6c:66

Value	Count	Frequency (%)
08:00:27	593206	72.4%
60:6c:66	162496	19.8%
78:e4:00	13766	1.7%
ec:1a:59	9828	1.2%
00:13:33	6762	0.8%
00:62:6e	5237	0.6%
14:cc:20	4954	0.6%
70:5a:0f	4220	0.5%
44:65:0d	4200	0.5%
00:16:6c	3483	0.4%
Other values (24)	11440	1.4%

Most occurring characters

Value	Count	Frequency (%)
0	2031054	31.0%
:	1639184	25.0%
6	674645	10.3%
7	617037	9.4%
8	610386	9.3%
2	608136	9.3%
c	187733	2.9%
e	37634	0.6%
4	32010	0.5%
1	26572	0.4%
Other values (7)	92345	1.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4656349	71.0%
Other Punctuation	1639184	25.0%
Lowercase Letter	261203	4.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2031054	43.6%
6	674645	14.5%
7	617037	13.3%
8	610386	13.1%
2	608136	13.1%
4	32010	0.7%
1	26572	0.6%
5	23607	0.5%
3	22176	0.5%
9	10726	0.2%

Lowercase Letter

Value	Count	Frequency (%)
c	187733	71.9%
e	37634	14.4%
a	15464	5.9%
f	9291	3.6%
d	9015	3.5%
b	2066	0.8%

Other Punctuation

Value	Count	Frequency (%)
:	1639184	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6295533	96.0%
Latin	261203	4.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2031054	32.3%
:	1639184	26.0%
6	674645	10.7%
7	617037	9.8%
8	610386	9.7%
2	608136	9.7%
4	32010	0.5%
1	26572	0.4%
5	23607	0.4%
3	22176	0.4%

Latin

Value	Count	Frequency (%)
c	187733	71.9%
e	37634	14.4%
a	15464	5.9%
f	9291	3.6%
d	9015	3.5%
b	2066	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6556736	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2031054	31.0%
:	1639184	25.0%
6	674645	10.3%
7	617037	9.4%
8	610386	9.3%
2	608136	9.3%
c	187733	2.9%
e	37634	0.6%
4	32010	0.5%
1	26572	0.4%
Other values (7)	92345	1.4%

src_port
Real number (ℝ)

Distinct	34168
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52145.2827

Minimum	0
Maximum	65535
Zeros	18386
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	33524
Q1	50243
median	54774
Q3	59395
95-th percentile	64130
Maximum	65535
Range	65535
Interquartile range (IQR)	9152

Descriptive statistics

Standard deviation	12818.44045
Coefficient of variation (CV)	0.2458216695
Kurtosis	7.966486338
Mean	52145.2827
Median Absolute Deviation (MAD)	4596
Skewness	-2.664273881
Sum	4.273785654 × 10¹⁰
Variance	164312415.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	18386	2.2%
59370	4224	0.5%
80	2992	0.4%
53	1458	0.2%
443	1181	0.1%
546	596	0.1%
1900	593	0.1%
10001	591	0.1%
3080	568	0.1%
68	476	0.1%
Other values (34158)	788527	96.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	18386	2.2%
53	1458	0.2%
67	167	< 0.1%
68	476	0.1%
80	2992	0.4%

Value	Count	Frequency (%)
65535	21	< 0.1%
65534	28	< 0.1%
65533	19	< 0.1%
65532	24	< 0.1%
65531	28	< 0.1%

dst_ip
Text

Distinct	12207
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	12.5 MiB

Length

Max length	35
Median length	14
Mean length	13.47141749
Min length	7

Characters and Unicode

Total characters	11041066
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	309 ?
Unique (%)	< 0.1%

Sample

1st row	239.255.255.250
2nd row	224.0.0.251
3rd row	ff02::fb
4th row	192.168.33.254
5th row	192.168.33.254

Value	Count	Frequency (%)
192.168.33.254	463737	56.6%
208.91.112.53	25888	3.2%
8.8.8.8	9091	1.1%
23.51.123.27	6507	0.8%
192.168.1.191	5462	0.7%
192.168.1.1	4852	0.6%
239.255.255.250	3582	0.4%
192.168.1.223	3020	0.4%
93.184.220.29	2681	0.3%
172.217.23.238	2458	0.3%
Other values (12197)	292314	35.7%

Most occurring characters

Value	Count	Frequency (%)
.	2417577	21.9%
1	1746900	15.8%
2	1573378	14.3%
3	1216259	11.0%
5	761322	6.9%
8	709186	6.4%
9	700217	6.3%
4	697823	6.3%
6	653304	5.9%
0	253151	2.3%
Other values (8)	311949	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8525262	77.2%
Other Punctuation	2462081	22.3%
Lowercase Letter	53723	0.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1746900	20.5%
2	1573378	18.5%
3	1216259	14.3%
5	761322	8.9%
8	709186	8.3%
9	700217	8.2%
4	697823	8.2%
6	653304	7.7%
0	253151	3.0%
7	213722	2.5%

Lowercase Letter

Value	Count	Frequency (%)
f	43177	80.4%
e	3550	6.6%
c	2840	5.3%
b	2666	5.0%
a	1349	2.5%
d	141	0.3%

Other Punctuation

Value	Count	Frequency (%)
.	2417577	98.2%
:	44504	1.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	10987343	99.5%
Latin	53723	0.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	2417577	22.0%
1	1746900	15.9%
2	1573378	14.3%
3	1216259	11.1%
5	761322	6.9%
8	709186	6.5%
9	700217	6.4%
4	697823	6.4%
6	653304	5.9%
0	253151	2.3%
Other values (2)	258226	2.4%

Latin

Value	Count	Frequency (%)
f	43177	80.4%
e	3550	6.6%
c	2840	5.3%
b	2666	5.0%
a	1349	2.5%
d	141	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	11041066	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	2417577	21.9%
1	1746900	15.8%
2	1573378	14.3%
3	1216259	11.0%
5	761322	6.9%
8	709186	6.4%
9	700217	6.3%
4	697823	6.3%
6	653304	5.9%
0	253151	2.3%
Other values (8)	311949	2.8%

dst_mac
Text

Distinct	64
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.5 MiB

Length

Max length	17
Median length	17
Mean length	17
Min length	17

Characters and Unicode

Total characters	13933064
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	01:00:5e:7f:ff:fa
2nd row	01:00:5e:00:00:fb
3rd row	33:33:00:00:00:fb
4th row	00:13:33:b0:18:50
5th row	00:13:33:b0:18:50

Value	Count	Frequency (%)
52:54:00:12:35:02	592253	72.3%
00:13:33:b0:18:50	162496	19.8%
14:cc:20:51:33:ea	16281	2.0%
38:72:c0:5e:6b:22	13762	1.7%
60:6c:66:cb:78:61	5462	0.7%
01:00:5e:7f:ff:fa	3582	0.4%
ec:1a:59:79:f4:89	3020	0.4%
ec:1a:59:83:28:11	1733	0.2%
33:33:00:00:00:02	1330	0.2%
33:33:00:01:00:03	1313	0.2%
Other values (54)	18360	2.2%

Most occurring characters

Value	Count	Frequency (%)
:	4097960	29.4%
0	2551435	18.3%
5	1980963	14.2%
2	1843195	13.2%
3	1189929	8.5%
1	980124	7.0%
4	616717	4.4%
8	196830	1.4%
b	189492	1.4%
c	68771	0.5%
Other values (7)	217648	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	9449741	67.8%
Other Punctuation	4097960	29.4%
Lowercase Letter	385363	2.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2551435	27.0%
5	1980963	21.0%
2	1843195	19.5%
3	1189929	12.6%
1	980124	10.4%
4	616717	6.5%
8	196830	2.1%
6	48498	0.5%
7	28184	0.3%
9	13866	0.1%

Lowercase Letter

Value	Count	Frequency (%)
b	189492	49.2%
c	68771	17.8%
f	51662	13.4%
e	46237	12.0%
a	27494	7.1%
d	1707	0.4%

Other Punctuation

Value	Count	Frequency (%)
:	4097960	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	13547701	97.2%
Latin	385363	2.8%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	4097960	30.2%
0	2551435	18.8%
5	1980963	14.6%
2	1843195	13.6%
3	1189929	8.8%
1	980124	7.2%
4	616717	4.6%
8	196830	1.5%
6	48498	0.4%
7	28184	0.2%

Latin

Value	Count	Frequency (%)
b	189492	49.2%
c	68771	17.8%
f	51662	13.4%
e	46237	12.0%
a	27494	7.1%
d	1707	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13933064	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	4097960	29.4%
0	2551435	18.3%
5	1980963	14.2%
2	1843195	13.2%
3	1189929	8.5%
1	980124	7.0%
4	616717	4.4%
8	196830	1.4%
b	189492	1.4%
c	68771	0.5%
Other values (7)	217648	1.6%

dst_oui
Text

Distinct	30
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.5 MiB

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	6556736
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	01:00:5e
2nd row	01:00:5e
3rd row	33:33:00
4th row	00:13:33
5th row	00:13:33

Value	Count	Frequency (%)
52:54:00	592253	72.3%
00:13:33	162496	19.8%
14:cc:20	16281	2.0%
38:72:c0	13762	1.7%
33:33:ff	7113	0.9%
33:33:00	6518	0.8%
01:00:5e	5689	0.7%
60:6c:66	5462	0.7%
ec:1a:59	4753	0.6%
00:16:6c	1311	0.2%
Other values (20)	3954	0.5%

Most occurring characters

Value	Count	Frequency (%)
:	1639184	25.0%
0	1581892	24.1%
5	1195367	18.2%
2	623177	9.5%
4	610115	9.3%
3	555847	8.5%
1	192164	2.9%
c	57951	0.9%
6	25607	0.4%
f	22865	0.3%
Other values (7)	52567	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4819510	73.5%
Other Punctuation	1639184	25.0%
Lowercase Letter	98042	1.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1581892	32.8%
5	1195367	24.8%
2	623177	12.9%
4	610115	12.7%
3	555847	11.5%
1	192164	4.0%
6	25607	0.5%
7	15474	0.3%
8	15074	0.3%
9	4793	0.1%

Lowercase Letter

Value	Count	Frequency (%)
c	57951	59.1%
f	22865	23.3%
e	12121	12.4%
a	4763	4.9%
d	255	0.3%
b	87	0.1%

Other Punctuation

Value	Count	Frequency (%)
:	1639184	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6458694	98.5%
Latin	98042	1.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
:	1639184	25.4%
0	1581892	24.5%
5	1195367	18.5%
2	623177	9.6%
4	610115	9.4%
3	555847	8.6%
1	192164	3.0%
6	25607	0.4%
7	15474	0.2%
8	15074	0.2%

Latin

Value	Count	Frequency (%)
c	57951	59.1%
f	22865	23.3%
e	12121	12.4%
a	4763	4.9%
d	255	0.3%
b	87	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6556736	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
:	1639184	25.0%
0	1581892	24.1%
5	1195367	18.2%
2	623177	9.5%
4	610115	9.3%
3	555847	8.5%
1	192164	2.9%
c	57951	0.9%
6	25607	0.4%
f	22865	0.3%
Other values (7)	52567	0.8%

dst_port
Real number (ℝ)

Distinct	4068
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1081.609908

Minimum	0
Maximum	65502
Zeros	18386
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	53
Q1	53
median	53
Q3	80
95-th percentile	443
Maximum	65502
Range	65502
Interquartile range (IQR)	27

Descriptive statistics

Standard deviation	6550.765561
Coefficient of variation (CV)	6.056495517
Kurtosis	51.23445935
Mean	1081.609908
Median Absolute Deviation (MAD)	0
Skewness	7.184910819
Sum	886478828
Variance	42912529.44
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
53	504014	61.5%
443	136900	16.7%
80	131070	16.0%
0	18386	2.2%
49153	3479	0.4%
123	3043	0.4%
1900	2371	0.3%
49152	1315	0.2%
3080	1274	0.2%
3478	974	0.1%
Other values (4058)	16766	2.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	18386	2.2%
7	2	< 0.1%
22	2	< 0.1%
53	504014	61.5%
67	476	0.1%

Value	Count	Frequency (%)
65502	2	< 0.1%
65173	4	< 0.1%
65035	4	< 0.1%
64964	4	< 0.1%
64913	4	< 0.1%

protocol
Real number (ℝ)

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.77410956

Minimum	1
Maximum	58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	6
median	17
Q3	17
95-th percentile	17
Maximum	58
Range	57
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	7.69272454
Coefficient of variation (CV)	0.558491604
Kurtosis	14.65896111
Mean	13.77410956
Median Absolute Deviation (MAD)	0
Skewness	2.665111425
Sum	11289150
Variance	59.17801086
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
17	520282	63.5%
6	280924	34.3%
58	12934	1.6%
2	3188	0.4%
1	2264	0.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2264	0.3%
2	3188	0.4%
6	280924	34.3%
17	520282	63.5%
58	12934	1.6%

Value	Count	Frequency (%)
58	12934	1.6%
17	520282	63.5%
6	280924	34.3%
2	3188	0.4%
1	2264	0.3%

ip_version
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.033511796

Minimum	4
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	4
5-th percentile	4
Q1	4
median	4
Q3	4
95-th percentile	4
Maximum	6
Range	2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2567111843
Coefficient of variation (CV)	0.06364458499
Kurtosis	54.69786013
Mean	4.033511796
Median Absolute Deviation (MAD)	0
Skewness	7.529789284
Sum	3305834
Variance	0.06590063215
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
4	805859	98.3%
6	13733	1.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4	805859	98.3%
6	13733	1.7%

Value	Count	Frequency (%)
6	13733	1.7%
4	805859	98.3%

vlan_id
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	819592
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	819592	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	819592	100.0%

Value	Count	Frequency (%)
0	819592	100.0%

tunnel_id
Real number (ℝ)

SKEWED ZEROS

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.464143135 × 10^-5

Minimum	0
Maximum	3
Zeros	819588
Zeros (%)	> 99.9%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	3
Range	3
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.006627528443
Coefficient of variation (CV)	452.6557743
Kurtosis	204894.25
Mean	1.464143135 × 10^-5
Median Absolute Deviation (MAD)	0
Skewness	452.6541174
Sum	12
Variance	4.392413326 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	819588	> 99.9%
3	4	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	819588	> 99.9%
3	4	< 0.1%

Value	Count	Frequency (%)
3	4	< 0.1%
0	819588	> 99.9%

bidirectional_first_seen_ms
Real number (ℝ)

Distinct	403653
Distinct (%)	49.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.097594662 × 10¹¹

Minimum	7392
Maximum	1.493732977 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	7392
5-th percentile	783443.7
Q1	3983149.5
median	9016843
Q3	1.475171349 × 10¹²
95-th percentile	1.493731402 × 10¹²
Maximum	1.493732977 × 10¹²
Range	1.493732969 × 10¹²
Interquartile range (IQR)	1.475167366 × 10¹²

Descriptive statistics

Standard deviation	6.635485294 × 10¹¹
Coefficient of variation (CV)	1.619361075
Kurtosis	-0.9928991105
Mean	4.097594662 × 10¹¹
Median Absolute Deviation (MAD)	5872668
Skewness	1.002685331
Sum	3.358355804 × 10¹⁷
Variance	4.402966509 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.493730732 × 10¹²	56	< 0.1%
1.493730733 × 10¹²	56	< 0.1%
1.493729245 × 10¹²	54	< 0.1%
1.493731159 × 10¹²	52	< 0.1%
1.49373175 × 10¹²	52	< 0.1%
1.493730983 × 10¹²	48	< 0.1%
1.493730652 × 10¹²	46	< 0.1%
1.493729262 × 10¹²	46	< 0.1%
1.493731092 × 10¹²	46	< 0.1%
1.493729261 × 10¹²	44	< 0.1%
Other values (403643)	819092	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7392	2	< 0.1%
8122	2	< 0.1%
13080	2	< 0.1%
13100	2	< 0.1%
13121	2	< 0.1%

Value	Count	Frequency (%)
1.493732977 × 10¹²	2	< 0.1%
1.493732973 × 10¹²	2	< 0.1%
1.493732972 × 10¹²	2	< 0.1%
1.493732961 × 10¹²	2	< 0.1%
1.49373296 × 10¹²	2	< 0.1%

bidirectional_last_seen_ms
Real number (ℝ)

Distinct	412505
Distinct (%)	50.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.097594889 × 10¹¹

Minimum	13099
Maximum	1.49373298 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	13099
5-th percentile	796671.6
Q1	4003233
median	9042876
Q3	1.475171387 × 10¹²
95-th percentile	1.493731409 × 10¹²
Maximum	1.49373298 × 10¹²
Range	1.493732967 × 10¹²
Interquartile range (IQR)	1.475167384 × 10¹²

Descriptive statistics

Standard deviation	6.635485305 × 10¹¹
Coefficient of variation (CV)	1.619360987
Kurtosis	-0.9928991114
Mean	4.097594889 × 10¹¹
Median Absolute Deviation (MAD)	5869331
Skewness	1.002685331
Sum	3.35835599 × 10¹⁷
Variance	4.402966524 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.493728105 × 10¹²	42	< 0.1%
1.493728071 × 10¹²	34	< 0.1%
1.493728087 × 10¹²	32	< 0.1%
1.493731028 × 10¹²	30	< 0.1%
1.493728072 × 10¹²	28	< 0.1%
1.493727927 × 10¹²	28	< 0.1%
1.38731541 × 10¹²	24	< 0.1%
1.493727961 × 10¹²	24	< 0.1%
1.493727927 × 10¹²	24	< 0.1%
1.493730472 × 10¹²	24	< 0.1%
Other values (412495)	819302	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
13099	2	< 0.1%
13119	2	< 0.1%
13139	2	< 0.1%
13158	2	< 0.1%
14160	2	< 0.1%

Value	Count	Frequency (%)
1.49373298 × 10¹²	2	< 0.1%
1.493732979 × 10¹²	2	< 0.1%
1.493732973 × 10¹²	2	< 0.1%
1.493732973 × 10¹²	2	< 0.1%
1.493732969 × 10¹²	2	< 0.1%

bidirectional_duration_ms
Real number (ℝ)

Distinct	62747
Distinct (%)	7.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22765.41256

Minimum	0
Maximum	1799999
Zeros	21411
Zeros (%)	2.6%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	8
Q1	25
median	59
Q3	5675
95-th percentile	126748
Maximum	1799999
Range	1799999
Interquartile range (IQR)	5650

Descriptive statistics

Standard deviation	94382.05749
Coefficient of variation (CV)	4.145853155
Kurtosis	215.3482772
Mean	22765.41256
Median Absolute Deviation (MAD)	51
Skewness	12.69607662
Sum	1.865835001 × 10¹⁰
Variance	8907972776
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21411	2.6%
25	12042	1.5%
24	12028	1.5%
23	11987	1.5%
26	11814	1.4%
27	11552	1.4%
28	11345	1.4%
22	11295	1.4%
21	11187	1.4%
29	11073	1.4%
Other values (62737)	693858	84.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	21411	2.6%
1	1140	0.1%
2	1079	0.1%
3	2273	0.3%
4	2438	0.3%

Value	Count	Frequency (%)
1799999	6	< 0.1%
1799998	1	< 0.1%
1799997	1	< 0.1%
1799996	3	< 0.1%
1799995	3	< 0.1%

bidirectional_packets
Real number (ℝ)

Distinct	1822
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.38092612

Minimum	1
Maximum	392213
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	2
median	2
Q3	14
95-th percentile	74
Maximum	392213
Range	392212
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	973.4780894
Coefficient of variation (CV)	33.13299538
Kurtosis	88594.95374
Mean	29.38092612
Median Absolute Deviation (MAD)	0
Skewness	269.1751872
Sum	24080372
Variance	947659.5905
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	434142	53.0%
4	70758	8.6%
7	26293	3.2%
1	19487	2.4%
6	17782	2.2%
14	10374	1.3%
33	8974	1.1%
3	8738	1.1%
21	7249	0.9%
24	7166	0.9%
Other values (1812)	208629	25.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	19487	2.4%
2	434142	53.0%
3	8738	1.1%
4	70758	8.6%
5	4684	0.6%

Value	Count	Frequency (%)
392213	2	< 0.1%
275466	2	< 0.1%
184518	4	< 0.1%
124890	4	< 0.1%
110611	4	< 0.1%

bidirectional_bytes
Real number (ℝ)

Distinct	41366
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19180.81737

Minimum	46
Maximum	424668890
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	46
5-th percentile	168
Q1	246
median	408
Q3	2032
95-th percentile	30692
Maximum	424668890
Range	424668844
Interquartile range (IQR)	1786

Descriptive statistics

Standard deviation	1007815.276
Coefficient of variation (CV)	52.54287429
Kurtosis	102689.9461
Mean	19180.81737
Median Absolute Deviation (MAD)	199
Skewness	288.7157973
Sum	1.572044447 × 10¹⁰
Variance	1.01569163 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
408	12849	1.6%
394	11999	1.5%
390	11883	1.4%
86	11507	1.4%
320	8685	1.1%
166	8300	1.0%
228	8219	1.0%
225	7908	1.0%
180	7350	0.9%
313	7318	0.9%
Other values (41356)	723574	88.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	2383	0.3%
54	12	< 0.1%
55	96	< 0.1%
60	544	0.1%
62	93	< 0.1%

Value	Count	Frequency (%)
424668890	2	< 0.1%
307383769	2	< 0.1%
148005382	4	< 0.1%
128190733	4	< 0.1%
110825666	4	< 0.1%

src2dst_first_seen_ms
Real number (ℝ)

Distinct	403653
Distinct (%)	49.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.097594662 × 10¹¹

Minimum	7392
Maximum	1.493732977 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	7392
5-th percentile	783443.7
Q1	3983149.5
median	9016843
Q3	1.475171349 × 10¹²
95-th percentile	1.493731402 × 10¹²
Maximum	1.493732977 × 10¹²
Range	1.493732969 × 10¹²
Interquartile range (IQR)	1.475167366 × 10¹²

Descriptive statistics

Standard deviation	6.635485294 × 10¹¹
Coefficient of variation (CV)	1.619361075
Kurtosis	-0.9928991105
Mean	4.097594662 × 10¹¹
Median Absolute Deviation (MAD)	5872668
Skewness	1.002685331
Sum	3.358355804 × 10¹⁷
Variance	4.402966509 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.493730732 × 10¹²	56	< 0.1%
1.493730733 × 10¹²	56	< 0.1%
1.493729245 × 10¹²	54	< 0.1%
1.493731159 × 10¹²	52	< 0.1%
1.49373175 × 10¹²	52	< 0.1%
1.493730983 × 10¹²	48	< 0.1%
1.493730652 × 10¹²	46	< 0.1%
1.493729262 × 10¹²	46	< 0.1%
1.493731092 × 10¹²	46	< 0.1%
1.493729261 × 10¹²	44	< 0.1%
Other values (403643)	819092	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
7392	2	< 0.1%
8122	2	< 0.1%
13080	2	< 0.1%
13100	2	< 0.1%
13121	2	< 0.1%

Value	Count	Frequency (%)
1.493732977 × 10¹²	2	< 0.1%
1.493732973 × 10¹²	2	< 0.1%
1.493732972 × 10¹²	2	< 0.1%
1.493732961 × 10¹²	2	< 0.1%
1.49373296 × 10¹²	2	< 0.1%

src2dst_last_seen_ms
Real number (ℝ)

Distinct	418495
Distinct (%)	51.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.097594888 × 10¹¹

Minimum	13080
Maximum	1.49373298 × 10¹²
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	13080
5-th percentile	796636.15
Q1	4003194
median	9042831
Q3	1.475171387 × 10¹²
95-th percentile	1.493731409 × 10¹²
Maximum	1.49373298 × 10¹²
Range	1.493732967 × 10¹²
Interquartile range (IQR)	1.475167384 × 10¹²

Descriptive statistics

Standard deviation	6.635485305 × 10¹¹
Coefficient of variation (CV)	1.619360987
Kurtosis	-0.9928991114
Mean	4.097594888 × 10¹¹
Median Absolute Deviation (MAD)	5869318
Skewness	1.002685331
Sum	3.35835599 × 10¹⁷
Variance	4.402966523 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.49372988 × 10¹²	48	< 0.1%
1.493728105 × 10¹²	46	< 0.1%
1.493727967 × 10¹²	40	< 0.1%
1.493728803 × 10¹²	36	< 0.1%
1.49373094 × 10¹²	34	< 0.1%
1.49373094 × 10¹²	34	< 0.1%
1.387315073 × 10¹²	32	< 0.1%
1.493730737 × 10¹²	32	< 0.1%
1.493731028 × 10¹²	30	< 0.1%
1.493728087 × 10¹²	30	< 0.1%
Other values (418485)	819230	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
13080	2	< 0.1%
13100	2	< 0.1%
13121	2	< 0.1%
13139	2	< 0.1%
14160	2	< 0.1%

Value	Count	Frequency (%)
1.49373298 × 10¹²	2	< 0.1%
1.493732979 × 10¹²	2	< 0.1%
1.493732973 × 10¹²	2	< 0.1%
1.493732973 × 10¹²	2	< 0.1%
1.493732969 × 10¹²	2	< 0.1%

src2dst_duration_ms
Real number (ℝ)

Distinct	62408
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22685.29405

Minimum	0
Maximum	1799999
Zeros	500515
Zeros (%)	61.1%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5615
95-th percentile	126745
Maximum	1799999
Range	1799999
Interquartile range (IQR)	5615

Descriptive statistics

Standard deviation	94376.74631
Coefficient of variation (CV)	4.160261097
Kurtosis	215.2969129
Mean	22685.29405
Median Absolute Deviation (MAD)	0
Skewness	12.69404111
Sum	1.859268552 × 10¹⁰
Variance	8906970244
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	500515	61.1%
1	2413	0.3%
103	229	< 0.1%
206	228	< 0.1%
102	212	< 0.1%
19	197	< 0.1%
15	195	< 0.1%
2	194	< 0.1%
18	193	< 0.1%
17	186	< 0.1%
Other values (62398)	315030	38.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	500515	61.1%
1	2413	0.3%
2	194	< 0.1%
3	168	< 0.1%
4	128	< 0.1%

Value	Count	Frequency (%)
1799999	6	< 0.1%
1799998	1	< 0.1%
1799997	1	< 0.1%
1799996	2	< 0.1%
1799995	2	< 0.1%

src2dst_packets
Real number (ℝ)

Distinct	857
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.52411322

Minimum	1
Maximum	271835
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	8
95-th percentile	32
Maximum	271835
Range	271834
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	533.3452721
Coefficient of variation (CV)	46.28080808
Kurtosis	174595.8956
Mean	11.52411322
Median Absolute Deviation (MAD)	0
Skewness	380.9165681
Sum	9445071
Variance	284457.1793
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	448900	54.8%
2	80477	9.8%
4	43500	5.3%
10	17544	2.1%
17	15793	1.9%
7	15039	1.8%
11	14240	1.7%
8	14061	1.7%
9	12251	1.5%
12	10926	1.3%
Other values (847)	146861	17.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	448900	54.8%
2	80477	9.8%
3	8802	1.1%
4	43500	5.3%
5	8082	1.0%

Value	Count	Frequency (%)
271835	2	< 0.1%
97615	4	< 0.1%
91724	4	< 0.1%
42453	1	< 0.1%
37225	2	< 0.1%

src2dst_bytes
Real number (ℝ)

Distinct	15247
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3633.795994

Minimum	46
Maximum	383809522
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	46
5-th percentile	72
Q1	80
median	91
Q3	938
95-th percentile	4510
Maximum	383809522
Range	383809476
Interquartile range (IQR)	858

Descriptive statistics

Standard deviation	727001.4498
Coefficient of variation (CV)	200.0666661
Kurtosis	200235.7349
Mean	3633.795994
Median Absolute Deviation (MAD)	20
Skewness	416.6942601
Sum	2978230126
Variance	5.28531108 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
86	31617	3.9%
75	29786	3.6%
82	26315	3.2%
76	25846	3.2%
80	23921	2.9%
84	23834	2.9%
83	22788	2.8%
78	21052	2.6%
72	20217	2.5%
87	19338	2.4%
Other values (15237)	574878	70.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	2383	0.3%
54	27	< 0.1%
55	96	< 0.1%
60	544	0.1%
62	93	< 0.1%

Value	Count	Frequency (%)
383809522	2	< 0.1%
146054307	4	< 0.1%
111505374	4	< 0.1%
51428692	1	< 0.1%
12644847	4	< 0.1%

dst2src_first_seen_ms
Real number (ℝ)

Distinct	378929
Distinct (%)	46.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.595022058 × 10¹¹

Minimum	0
Maximum	1.493732961 × 10¹²
Zeros	30113
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	283895
Q1	3327872
median	8128794.5
Q3	18020410
95-th percentile	1.493731384 × 10¹²
Maximum	1.493732961 × 10¹²
Range	1.493732961 × 10¹²
Interquartile range (IQR)	14692538

Descriptive statistics

Standard deviation	6.36483183 × 10¹¹
Coefficient of variation (CV)	1.770456962
Kurtosis	-0.5430058818
Mean	3.595022058 × 10¹¹
Median Absolute Deviation (MAD)	5447705
Skewness	1.206398246
Sum	2.946451319 × 10¹⁷
Variance	4.051108422 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	30113	3.7%
9849460	28	< 0.1%
1.493728184 × 10¹²	26	< 0.1%
1.493730924 × 10¹²	24	< 0.1%
1.493729386 × 10¹²	24	< 0.1%
1.493729117 × 10¹²	24	< 0.1%
1.49373113 × 10¹²	24	< 0.1%
1.493729255 × 10¹²	22	< 0.1%
10348770	22	< 0.1%
1.493731485 × 10¹²	22	< 0.1%
Other values (378919)	789263	96.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30113	3.7%
12401	2	< 0.1%
13099	2	< 0.1%
13119	2	< 0.1%
13139	2	< 0.1%

Value	Count	Frequency (%)
1.493732961 × 10¹²	2	< 0.1%
1.49373296 × 10¹²	4	< 0.1%
1.49373296 × 10¹²	2	< 0.1%
1.49373296 × 10¹²	2	< 0.1%
1.49373296 × 10¹²	2	< 0.1%

dst2src_last_seen_ms
Real number (ℝ)

Distinct	387079
Distinct (%)	47.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.595022272 × 10¹¹

Minimum	0
Maximum	1.493732969 × 10¹²
Zeros	30113
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	297268
Q1	3345104.75
median	8158774
Q3	18027355.5
95-th percentile	1.493731392 × 10¹²
Maximum	1.493732969 × 10¹²
Range	1.493732969 × 10¹²
Interquartile range (IQR)	14682250.75

Descriptive statistics

Standard deviation	6.364831841 × 10¹¹
Coefficient of variation (CV)	1.770456859
Kurtosis	-0.5430058828
Mean	3.595022272 × 10¹¹
Median Absolute Deviation (MAD)	5455164
Skewness	1.206398246
Sum	2.946451494 × 10¹⁷
Variance	4.051108436 × 10²³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	30113	3.7%
1.493731028 × 10¹²	30	< 0.1%
1.493730472 × 10¹²	24	< 0.1%
1.3873157 × 10¹²	20	< 0.1%
1.493731296 × 10¹²	20	< 0.1%
1.493727074 × 10¹²	18	< 0.1%
1.493731157 × 10¹²	18	< 0.1%
13569002	18	< 0.1%
1.493730925 × 10¹²	18	< 0.1%
1.493731049 × 10¹²	18	< 0.1%
Other values (387069)	789295	96.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30113	3.7%
13099	2	< 0.1%
13119	2	< 0.1%
13139	2	< 0.1%
13158	2	< 0.1%

Value	Count	Frequency (%)
1.493732969 × 10¹²	2	< 0.1%
1.493732969 × 10¹²	2	< 0.1%
1.493732969 × 10¹²	4	< 0.1%
1.493732969 × 10¹²	2	< 0.1%
1.493732969 × 10¹²	2	< 0.1%

dst2src_duration_ms
Real number (ℝ)

Distinct	60672
Distinct (%)	7.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	21422.56733

Minimum	0
Maximum	1799978
Zeros	491905
Zeros (%)	60.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	5202
95-th percentile	126058.45
Maximum	1799978
Range	1799978
Interquartile range (IQR)	5202

Descriptive statistics

Standard deviation	87325.32526
Coefficient of variation (CV)	4.076323996
Kurtosis	229.907688
Mean	21422.56733
Median Absolute Deviation (MAD)	0
Skewness	12.80145442
Sum	1.75577648 × 10¹⁰
Variance	7625712433
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	491905	60.0%
1	11117	1.4%
2	3482	0.4%
3	2363	0.3%
4	1699	0.2%
5	1257	0.2%
6	1107	0.1%
9	1031	0.1%
8	1028	0.1%
10	1007	0.1%
Other values (60662)	303596	37.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	491905	60.0%
1	11117	1.4%
2	3482	0.4%
3	2363	0.3%
4	1699	0.2%

Value	Count	Frequency (%)
1799978	1	< 0.1%
1799966	1	< 0.1%
1799918	1	< 0.1%
1799917	1	< 0.1%
1799884	1	< 0.1%

dst2src_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	1524
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.8568129

Minimum	0
Maximum	238241
Zeros	30113
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	1
Q3	7
95-th percentile	41
Maximum	238241
Range	238241
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	545.3978666
Coefficient of variation (CV)	30.54284489
Kurtosis	101524.4032
Mean	17.8568129
Median Absolute Deviation (MAD)	0
Skewness	277.3184197
Sum	14635301
Variance	297458.8329
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	439471	53.6%
2	84743	10.3%
3	30972	3.8%
0	30113	3.7%
7	14986	1.8%
9	12871	1.6%
16	11773	1.4%
5	10753	1.3%
11	10557	1.3%
10	10509	1.3%
Other values (1514)	162844	19.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30113	3.7%
1	439471	53.6%
2	84743	10.3%
3	30972	3.8%
4	8590	1.0%

Value	Count	Frequency (%)
238241	2	< 0.1%
120378	2	< 0.1%
92794	4	< 0.1%
75240	2	< 0.1%
74533	4	< 0.1%

dst2src_bytes
Real number (ℝ)

SKEWED ZEROS

Distinct	36740
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15547.02138

Minimum	0
Maximum	305372427
Zeros	30113
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	89
Q1	153
median	276
Q3	950
95-th percentile	24847
Maximum	305372427
Range	305372427
Interquartile range (IQR)	797

Descriptive statistics

Standard deviation	617817.1976
Coefficient of variation (CV)	39.73862148
Kurtosis	152969.1116
Mean	15547.02138
Median Absolute Deviation (MAD)	164
Skewness	341.911266
Sum	1.274221434 × 10¹⁰
Variance	3.816980897 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	30113	3.7%
166	25315	3.1%
136	15661	1.9%
244	8804	1.1%
143	8434	1.0%
91	8264	1.0%
144	7883	1.0%
174	7406	0.9%
102	6557	0.8%
142	5466	0.7%
Other values (36730)	695689	84.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30113	3.7%
54	756	0.1%
58	1505	0.2%
62	2	< 0.1%
66	297	< 0.1%

Value	Count	Frequency (%)
305372427	2	< 0.1%
108240611	4	< 0.1%
107191507	2	< 0.1%
57515689	2	< 0.1%
48622876	2	< 0.1%

bidirectional_min_ps
Real number (ℝ)

Distinct	319
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	75.21623686

Minimum	43
Maximum	590
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	43
5-th percentile	54
Q1	66
median	75
Q3	83
95-th percentile	94
Maximum	590
Range	547
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	26.50962039
Coefficient of variation (CV)	0.3524454492
Kurtosis	93.16702801
Mean	75.21623686
Median Absolute Deviation (MAD)	9
Skewness	7.90368431
Sum	61646626
Variance	702.7599732
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54	196147	23.9%
66	84641	10.3%
75	36480	4.5%
86	34230	4.2%
76	32075	3.9%
80	29950	3.7%
82	29025	3.5%
84	27288	3.3%
78	26248	3.2%
83	25993	3.2%
Other values (309)	297515	36.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
43	48	< 0.1%
46	2513	0.3%
54	196147	23.9%
55	96	< 0.1%
56	2	< 0.1%

Value	Count	Frequency (%)
590	23	< 0.1%
553	12	< 0.1%
551	2	< 0.1%
549	8	< 0.1%
548	2	< 0.1%

bidirectional_mean_ps
Real number (ℝ)

Distinct	87070
Distinct (%)	10.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	191.7299504

Minimum	46
Maximum	1350.138895
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	46
5-th percentile	68
Q1	108.3333333
median	155
Q3	222.5
95-th percentile	489.1406087
Maximum	1350.138895
Range	1304.138895
Interquartile range (IQR)	114.1666667

Descriptive statistics

Standard deviation	144.4414468
Coefficient of variation (CV)	0.7533588073
Kurtosis	9.739884295
Mean	191.7299504
Median Absolute Deviation (MAD)	53
Skewness	2.792879231
Sum	157140333.5
Variance	20863.33154
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
86	16364	2.0%
68	12897	1.6%
56.28571429	11304	1.4%
55.71428571	11086	1.4%
90	9224	1.1%
160	8851	1.1%
83	8317	1.0%
114	8310	1.0%
112.5	8005	1.0%
156.5	7496	0.9%
Other values (87060)	717738	87.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	2513	0.3%
54	102	< 0.1%
54.5	96	< 0.1%
55	96	< 0.1%
55.03581267	4	< 0.1%

Value	Count	Frequency (%)
1350.138895	2	< 0.1%
1307.40428	2	< 0.1%
1305.295718	2	< 0.1%
1301.207532	2	< 0.1%
1298.695546	2	< 0.1%

bidirectional_stddev_ps
Real number (ℝ)

Distinct	110329
Distinct (%)	13.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	176.504112

Minimum	0
Maximum	728.1035406
Zeros	33969
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	3.14718317
Q1	42.42640687
median	113.137085
Q3	239.3047856
95-th percentile	615.7338601
Maximum	728.1035406
Range	728.1035406
Interquartile range (IQR)	196.8783787

Descriptive statistics

Standard deviation	185.2088331
Coefficient of variation (CV)	1.049317385
Kurtosis	0.7929051818
Mean	176.504112
Median Absolute Deviation (MAD)	84.14570696
Skewness	1.329371362
Sum	144661358.1
Variance	34302.31188
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.3137085	51423	6.3%
0	33969	4.1%
43.13351365	15685	1.9%
19.79898987	14237	1.7%
3.346640106	12368	1.5%
4.535573676	11304	1.4%
3.14718317	11086	1.4%
98.28784258	10769	1.3%
187.383297	10419	1.3%
106.773124	9254	1.1%
Other values (110319)	639078	78.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	33969	4.1%
0.5006958946	80	< 0.1%
0.5007199428	4	< 0.1%
0.5007283325	4	< 0.1%
0.5007326011	2	< 0.1%

Value	Count	Frequency (%)
728.1035406	2	< 0.1%
727.2549306	2	< 0.1%
723.849159	2	< 0.1%
723.6323307	2	< 0.1%
723.2549888	2	< 0.1%

bidirectional_max_ps
Real number (ℝ)

Distinct	1456
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	503.5933879

Minimum	46
Maximum	1514
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	46
5-th percentile	74
Q1	143
median	263
Q3	571
95-th percentile	1514
Maximum	1514
Range	1468
Interquartile range (IQR)	428

Descriptive statistics

Standard deviation	514.0466776
Coefficient of variation (CV)	1.020757401
Kurtosis	-0.2389283775
Mean	503.5933879
Median Absolute Deviation (MAD)	154
Skewness	1.196956611
Sum	412741112
Variance	264243.9868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1474	88193	10.8%
1514	60237	7.3%
74	21315	2.6%
62	14356	1.8%
86	13416	1.6%
66	12202	1.5%
143	11233	1.4%
571	9872	1.2%
244	9305	1.1%
91	8339	1.0%
Other values (1446)	571124	69.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	2513	0.3%
54	102	< 0.1%
55	192	< 0.1%
60	616	0.1%
62	14356	1.8%

Value	Count	Frequency (%)
1514	60237	7.3%
1513	19	< 0.1%
1512	30	< 0.1%
1511	23	< 0.1%
1510	127	< 0.1%

src2dst_min_ps
Real number (ℝ)

Distinct	324
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	75.38129948

Minimum	43
Maximum	994
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	43
5-th percentile	54
Q1	66
median	75
Q3	83
95-th percentile	94
Maximum	994
Range	951
Interquartile range (IQR)	17

Descriptive statistics

Standard deviation	26.5532221
Coefficient of variation (CV)	0.3522521141
Kurtosis	96.84654566
Mean	75.38129948
Median Absolute Deviation (MAD)	9
Skewness	8.042966593
Sum	61781910
Variance	705.0736039
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54	186646	22.8%
66	93168	11.4%
75	36480	4.5%
86	34239	4.2%
76	32073	3.9%
80	29952	3.7%
82	29025	3.5%
84	27284	3.3%
78	26236	3.2%
83	25991	3.2%
Other values (314)	298498	36.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
43	48	< 0.1%
46	2513	0.3%
54	186646	22.8%
55	192	< 0.1%
58	4	< 0.1%

Value	Count	Frequency (%)
994	1	< 0.1%
590	40	< 0.1%
553	12	< 0.1%
551	2	< 0.1%
549	8	< 0.1%

src2dst_mean_ps
Real number (ℝ)

Distinct	54590
Distinct (%)	6.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	100.5722873

Minimum	46
Maximum	1496.22811
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	46
5-th percentile	68
Q1	76
median	83
Q3	94.4375
95-th percentile	194.5
Maximum	1496.22811
Range	1450.22811
Interquartile range (IQR)	18.4375

Descriptive statistics

Standard deviation	67.50347395
Coefficient of variation (CV)	0.671193584
Kurtosis	80.60391972
Mean	100.5722873
Median Absolute Deviation (MAD)	8
Skewness	6.984672621
Sum	82428242.08
Variance	4556.718995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
75	35828	4.4%
86	34191	4.2%
76	31545	3.8%
80	29924	3.7%
82	28922	3.5%
84	27379	3.3%
78	25945	3.2%
83	25900	3.2%
72	24019	2.9%
77	23324	2.8%
Other values (54580)	532615	65.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	2513	0.3%
54	102	< 0.1%
54.03202149	2	< 0.1%
54.103558	2	< 0.1%
54.14763738	2	< 0.1%

Value	Count	Frequency (%)
1496.22811	4	< 0.1%
1482.564644	2	< 0.1%
1480.155116	2	< 0.1%
1478.520593	2	< 0.1%
1476.822064	2	< 0.1%

src2dst_stddev_ps
Real number (ℝ)

Distinct	81521
Distinct (%)	9.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.08094746

Minimum	0
Maximum	1023.890619
Zeros	529048
Zeros (%)	64.6%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	68.77903215
95-th percentile	287.5204341
Maximum	1023.890619
Range	1023.890619
Interquartile range (IQR)	68.77903215

Descriptive statistics

Standard deviation	112.5425332
Coefficient of variation (CV)	2.120205809
Kurtosis	9.418287121
Mean	53.08094746
Median Absolute Deviation (MAD)	0
Skewness	2.908323753
Sum	43504719.89
Variance	12665.82178
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	529048	64.6%
4	15730	1.9%
6	11307	1.4%
4	11088	1.4%
68.72824331	2527	0.3%
4.618802154	2020	0.2%
5.656854249	1886	0.2%
179.0171081	1606	0.2%
2.828427125	1359	0.2%
3.577708764	1245	0.2%
Other values (81511)	241776	29.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	529048	64.6%
0.4472135955	2	< 0.1%
0.5	8	< 0.1%
0.5	4	< 0.1%
0.5477225575	2	< 0.1%

Value	Count	Frequency (%)
1023.890619	2	< 0.1%
1018.233765	2	< 0.1%
795.3082421	2	< 0.1%
784.4513157	2	< 0.1%
757.9997361	2	< 0.1%

src2dst_max_ps
Real number (ℝ)

Distinct	1443
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	246.1281467

Minimum	46
Maximum	1514
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	46
5-th percentile	70
Q1	76
median	84
Q3	275
95-th percentile	1038
Maximum	1514
Range	1468
Interquartile range (IQR)	199

Descriptive statistics

Standard deviation	334.7281451
Coefficient of variation (CV)	1.359975077
Kurtosis	5.596423829
Mean	246.1281467
Median Absolute Deviation (MAD)	10
Skewness	2.428596799
Sum	201724660
Variance	112042.9312
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
74	43367	5.3%
75	35798	4.4%
86	34775	4.2%
76	31544	3.8%
80	29813	3.6%
82	29208	3.6%
84	27699	3.4%
83	26320	3.2%
78	25970	3.2%
1514	24840	3.0%
Other values (1433)	510258	62.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
46	2513	0.3%
54	102	< 0.1%
55	192	< 0.1%
60	616	0.1%
62	14374	1.8%

Value	Count	Frequency (%)
1514	24840	3.0%
1513	17	< 0.1%
1512	24	< 0.1%
1511	30	< 0.1%
1510	76	< 0.1%

dst2src_min_ps
Real number (ℝ)

Distinct	499
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	156.6377161

Minimum	0
Maximum	1224
Zeros	30113
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	54
Q1	54
median	131
Q3	227
95-th percentile	408
Maximum	1224
Range	1224
Interquartile range (IQR)	173

Descriptive statistics

Standard deviation	118.497435
Coefficient of variation (CV)	0.7565064017
Kurtosis	0.8582540573
Mean	156.6377161
Median Absolute Deviation (MAD)	77
Skewness	1.157023851
Sum	128379019
Variance	14041.64209
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
54	181065	22.1%
66	95254	11.6%
0	30113	3.7%
143	9494	1.2%
244	9362	1.1%
91	9359	1.1%
144	8289	1.0%
174	8203	1.0%
102	7071	0.9%
98	7005	0.9%
Other values (489)	454377	55.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30113	3.7%
43	48	< 0.1%
54	181065	22.1%
56	2	< 0.1%
58	1511	0.2%

Value	Count	Frequency (%)
1224	2	< 0.1%
701	4	< 0.1%
683	2	< 0.1%
565	2	< 0.1%
554	131	< 0.1%

dst2src_mean_ps
Real number (ℝ)

Distinct	68897
Distinct (%)	8.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	265.1111455

Minimum	0
Maximum	1512.885002
Zeros	30113
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	55.33333333
Q1	121
median	209
Q3	337
95-th percentile	725.907211
Maximum	1512.885002
Range	1512.885002
Interquartile range (IQR)	216

Descriptive statistics

Standard deviation	228.3223587
Coefficient of variation (CV)	0.8612325909
Kurtosis	6.454546931
Mean	265.1111455
Median Absolute Deviation (MAD)	102
Skewness	2.260228354
Sum	217282973.9
Variance	52131.09948
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	30113	3.7%
55.33333333	23795	2.9%
68	14048	1.7%
244	9039	1.1%
143	8574	1.0%
91	8341	1.0%
144	7974	1.0%
174	7548	0.9%
102	6868	0.8%
98	6846	0.8%
Other values (68887)	696446	85.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30113	3.7%
54	872	0.1%
54.02197802	4	< 0.1%
54.02209945	12	< 0.1%
54.05548426	1	< 0.1%

Value	Count	Frequency (%)
1512.885002	2	< 0.1%
1509.840695	2	< 0.1%
1509.772182	2	< 0.1%
1509.61316	2	< 0.1%
1507.84294	2	< 0.1%

dst2src_stddev_ps
Real number (ℝ)

Distinct	85764
Distinct (%)	10.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	126.5128757

Minimum	0
Maximum	1023.890619
Zeros	479531
Zeros (%)	58.5%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	147.2247182
95-th percentile	644.4987407
Maximum	1023.890619
Range	1023.890619
Interquartile range (IQR)	147.2247182

Descriptive statistics

Standard deviation	221.5194259
Coefficient of variation (CV)	1.750963486
Kurtosis	0.7481159085
Mean	126.5128757
Median Absolute Deviation (MAD)	0
Skewness	1.541248203
Sum	103688940.8
Variance	49070.85604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	479531	58.5%
2.309401077	23795	2.9%
2.828427125	14310	1.7%
8.485281374	11459	1.4%
657.8197394	2552	0.3%
66.46803743	2221	0.3%
72.12489168	1782	0.2%
2.309401077	1758	0.2%
16.97056275	1699	0.2%
195.1614716	1374	0.2%
Other values (85754)	279111	34.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	479531	58.5%
0.2964997267	4	< 0.1%
0.2973176585	12	< 0.1%
0.5	2	< 0.1%
0.5773502692	2	< 0.1%

Value	Count	Frequency (%)
1023.890619	2	< 0.1%
833.7033845	2	< 0.1%
818.6851247	6	< 0.1%
813.2525233	2	< 0.1%
810.2320655	2	< 0.1%

dst2src_max_ps
Real number (ℝ)

Distinct	1448
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	471.4322687

Minimum	0
Maximum	1514
Zeros	30113
Zeros (%)	3.7%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	58
Q1	142
median	247
Q3	501
95-th percentile	1506
Maximum	1514
Range	1514
Interquartile range (IQR)	359

Descriptive statistics

Standard deviation	504.8126253
Coefficient of variation (CV)	1.070806262
Kurtosis	0.0775290524
Mean	471.4322687
Median Absolute Deviation (MAD)	142
Skewness	1.312481789
Sum	386382116
Variance	254835.7867
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1474	99473	12.1%
1514	40801	5.0%
0	30113	3.7%
58	26304	3.2%
70	18520	2.3%
244	9293	1.1%
143	8706	1.1%
91	8294	1.0%
144	8042	1.0%
174	7629	0.9%
Other values (1438)	562417	68.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	30113	3.7%
54	872	0.1%
58	26304	3.2%
60	6	< 0.1%
61	54	< 0.1%

Value	Count	Frequency (%)
1514	40801	5.0%
1513	2	< 0.1%
1512	8	< 0.1%
1511	5	< 0.1%
1510	121	< 0.1%

bidirectional_min_piat_ms
Real number (ℝ)

SKEWED ZEROS

Distinct	2702
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	270.6698845

Minimum	0
Maximum	119989
Zeros	317754
Zeros (%)	38.8%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	13
Q3	33
95-th percentile	209
Maximum	119989
Range	119989
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	5003.798423
Coefficient of variation (CV)	18.4867202
Kurtosis	539.2649747
Mean	270.6698845
Median Absolute Deviation (MAD)	13
Skewness	23.12046912
Sum	221838872
Variance	25037998.65
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	317754	38.8%
1	34043	4.2%
25	11789	1.4%
24	11696	1.4%
23	11595	1.4%
26	11465	1.4%
27	11277	1.4%
28	11060	1.3%
22	10962	1.3%
21	10795	1.3%
Other values (2692)	377156	46.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	317754	38.8%
1	34043	4.2%
2	6335	0.8%
3	1640	0.2%
4	924	0.1%

Value	Count	Frequency (%)
119989	2	< 0.1%
119988	2	< 0.1%
119987	1	< 0.1%
119985	1	< 0.1%
119980	3	< 0.1%

bidirectional_mean_piat_ms
Real number (ℝ)

Distinct	129375
Distinct (%)	15.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	924.0166869

Minimum	0
Maximum	119989
Zeros	21411
Zeros (%)	2.6%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	4.600760456
Q1	23
median	46
Q3	388.9156872
95-th percentile	3377.012162
Maximum	119989
Range	119989
Interquartile range (IQR)	365.9156872

Descriptive statistics

Standard deviation	5612.706797
Coefficient of variation (CV)	6.074248308
Kurtosis	338.3234782
Mean	924.0166869
Median Absolute Deviation (MAD)	36
Skewness	17.0997827
Sum	757316684.4
Variance	31502477.59
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21411	2.6%
25	11727	1.4%
24	11582	1.4%
23	11474	1.4%
26	11337	1.4%
27	11116	1.4%
28	10926	1.3%
22	10869	1.3%
21	10745	1.3%
29	10602	1.3%
Other values (129365)	697803	85.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	21411	2.6%
0.2	2	< 0.1%
0.25	49	< 0.1%
0.3333333333	115	< 0.1%
0.4	4	< 0.1%

Value	Count	Frequency (%)
119989	2	< 0.1%
119988	2	< 0.1%
119987	1	< 0.1%
119985	1	< 0.1%
119980	3	< 0.1%

bidirectional_stddev_piat_ms
Real number (ℝ)

Distinct	164362
Distinct (%)	20.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1335.500427

Minimum	0
Maximum	81606.48651
Zeros	453887
Zeros (%)	55.4%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	834.3064335
95-th percentile	4816.034925
Maximum	81606.48651
Range	81606.48651
Interquartile range (IQR)	834.3064335

Descriptive statistics

Standard deviation	4616.975336
Coefficient of variation (CV)	3.457112587
Kurtosis	86.80526475
Mean	1335.500427
Median Absolute Deviation (MAD)	0
Skewness	8.251637812
Sum	1094565466
Variance	21316461.25
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	453887	55.4%
1.527525232	1411	0.2%
1	1037	0.1%
1.732050808	939	0.1%
2.081665999	800	0.1%
2.309401077	675	0.1%
1.154700538	672	0.1%
2.886751346	524	0.1%
2.645751311	502	0.1%
3.464101615	488	0.1%
Other values (164352)	358657	43.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	453887	55.4%
0.3333333333	3	< 0.1%
0.4264014327	1	< 0.1%
0.4409585518	5	< 0.1%
0.4472135955	4	< 0.1%

Value	Count	Frequency (%)
81606.48651	1	< 0.1%
80981.40412	2	< 0.1%
79552.34131	1	< 0.1%
79453.34636	1	< 0.1%
78082.97342	1	< 0.1%

bidirectional_max_piat_ms
Real number (ℝ)

Distinct	25429
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4364.32586

Minimum	0
Maximum	119996
Zeros	21411
Zeros (%)	2.6%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	8
Q1	24
median	58
Q3	3866
95-th percentile	10240
Maximum	119996
Range	119996
Interquartile range (IQR)	3842

Descriptive statistics

Standard deviation	13044.27116
Coefficient of variation (CV)	2.988839875
Kurtosis	30.94878749
Mean	4364.32586
Median Absolute Deviation (MAD)	50
Skewness	5.238194518
Sum	3576966560
Variance	170153010
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	21411	2.6%
25	12005	1.5%
24	11924	1.5%
23	11896	1.5%
26	11758	1.4%
27	11466	1.4%
28	11313	1.4%
22	11291	1.4%
21	11201	1.4%
29	10946	1.3%
Other values (25419)	694381	84.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	21411	2.6%
1	1266	0.2%
2	2298	0.3%
3	3186	0.4%
4	2539	0.3%

Value	Count	Frequency (%)
119996	2	< 0.1%
119989	2	< 0.1%
119988	2	< 0.1%
119987	1	< 0.1%
119985	1	< 0.1%

src2dst_min_piat_ms
Real number (ℝ)

Distinct	7924
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	832.2219031

Minimum	0
Maximum	120189
Zeros	617629
Zeros (%)	75.4%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	160
Maximum	120189
Range	120189
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	8201.114372
Coefficient of variation (CV)	9.854480328
Kurtosis	146.5015358
Mean	832.2219031
Median Absolute Deviation (MAD)	0
Skewness	11.7796858
Sum	682082414
Variance	67258276.95
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	617629	75.4%
1	47024	5.7%
2	19566	2.4%
3	11855	1.4%
4	6976	0.9%
5	4543	0.6%
10	4042	0.5%
9	3894	0.5%
11	3678	0.4%
8	3660	0.4%
Other values (7914)	96725	11.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	617629	75.4%
1	47024	5.7%
2	19566	2.4%
3	11855	1.4%
4	6976	0.9%

Value	Count	Frequency (%)
120189	2	< 0.1%
120130	2	< 0.1%
120027	2	< 0.1%
119989	2	< 0.1%
119988	2	< 0.1%

src2dst_mean_piat_ms
Real number (ℝ)

Distinct	114169
Distinct (%)	13.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1750.70356

Minimum	0
Maximum	120189
Zeros	500515
Zeros (%)	61.1%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	735.1111111
95-th percentile	6937.020833
Maximum	120189
Range	120189
Interquartile range (IQR)	735.1111111

Descriptive statistics

Standard deviation	8539.649527
Coefficient of variation (CV)	4.877838671
Kurtosis	121.3586873
Mean	1750.70356
Median Absolute Deviation (MAD)	0
Skewness	10.40326301
Sum	1434862632
Variance	72925614.04
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	500515	61.1%
1	2362	0.3%
103	305	< 0.1%
102	284	< 0.1%
4	260	< 0.1%
104	254	< 0.1%
3	247	< 0.1%
2	243	< 0.1%
6	233	< 0.1%
5	231	< 0.1%
Other values (114159)	314658	38.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	500515	61.1%
0.25	49	< 0.1%
0.5	19	< 0.1%
0.75	1	< 0.1%
1	2362	0.3%

Value	Count	Frequency (%)
120189	2	< 0.1%
120130	2	< 0.1%
120027	2	< 0.1%
119989	2	< 0.1%
119988	2	< 0.1%

src2dst_stddev_piat_ms
Real number (ℝ)

Distinct	146628
Distinct (%)	17.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1307.71428

Minimum	0
Maximum	84221.36739
Zeros	529796
Zeros (%)	64.6%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	826.8152324
95-th percentile	4895.105845
Maximum	84221.36739
Range	84221.36739
Interquartile range (IQR)	826.8152324

Descriptive statistics

Standard deviation	3816.825866
Coefficient of variation (CV)	2.918700151
Kurtosis	81.71098272
Mean	1307.71428
Median Absolute Deviation (MAD)	0
Skewness	7.231669027
Sum	1071792162
Variance	14568159.69
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	529796	64.6%
0.7071067812	583	0.1%
1.414213562	404	< 0.1%
2.121320344	222	< 0.1%
2.828427125	187	< 0.1%
4.242640687	152	< 0.1%
3.535533906	147	< 0.1%
4.949747468	124	< 0.1%
6.363961031	124	< 0.1%
5.656854249	122	< 0.1%
Other values (146618)	287731	35.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	529796	64.6%
0.3333333333	1	< 0.1%
0.4472135955	4	< 0.1%
0.5	12	< 0.1%
0.5	85	< 0.1%

Value	Count	Frequency (%)
84221.36739	1	< 0.1%
84151.36382	2	< 0.1%
84030.44856	1	< 0.1%
83972.4658	2	< 0.1%
83682.55202	2	< 0.1%

src2dst_max_piat_ms
Real number (ℝ)

Distinct	25850
Distinct (%)	3.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4355.625284

Minimum	0
Maximum	131048
Zeros	500515
Zeros (%)	61.1%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3896
95-th percentile	10500
Maximum	131048
Range	131048
Interquartile range (IQR)	3896

Descriptive statistics

Standard deviation	13089.20092
Coefficient of variation (CV)	3.005125571
Kurtosis	30.66941682
Mean	4355.625284
Median Absolute Deviation (MAD)	0
Skewness	5.208016931
Sum	3569835638
Variance	171327180.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	500515	61.1%
1	2416	0.3%
10048	1595	0.2%
10101	1383	0.2%
10080	1382	0.2%
10100	1354	0.2%
10098	1318	0.2%
10112	1317	0.2%
10095	1290	0.2%
10094	1287	0.2%
Other values (25840)	305735	37.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	500515	61.1%
1	2416	0.3%
2	196	< 0.1%
3	187	< 0.1%
4	253	< 0.1%

Value	Count	Frequency (%)
131048	2	< 0.1%
121741	2	< 0.1%
120824	2	< 0.1%
120189	2	< 0.1%
120130	2	< 0.1%

dst2src_min_piat_ms
Real number (ℝ)

Distinct	8773
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	667.1300989

Minimum	0
Maximum	591145
Zeros	681861
Zeros (%)	83.2%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	149
Maximum	591145
Range	591145
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	6759.057073
Coefficient of variation (CV)	10.13154268
Kurtosis	344.6516396
Mean	667.1300989
Median Absolute Deviation (MAD)	0
Skewness	14.52566525
Sum	546774492
Variance	45684852.51
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	681861	83.2%
1	20098	2.5%
2	7662	0.9%
3	6678	0.8%
4	5636	0.7%
5	4512	0.6%
6	4146	0.5%
7	3779	0.5%
8	3413	0.4%
9	3198	0.4%
Other values (8763)	78609	9.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	681861	83.2%
1	20098	2.5%
2	7662	0.9%
3	6678	0.8%
4	5636	0.7%

Value	Count	Frequency (%)
591145	1	< 0.1%
590885	1	< 0.1%
472686	1	< 0.1%
236338	1	< 0.1%
197140	1	< 0.1%

dst2src_mean_piat_ms
Real number (ℝ)

Distinct	110572
Distinct (%)	13.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1508.229016

Minimum	0
Maximum	591145
Zeros	491905
Zeros (%)	60.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	536.0842391
95-th percentile	6641.972619
Maximum	591145
Range	591145
Interquartile range (IQR)	536.0842391

Descriptive statistics

Standard deviation	7311.091178
Coefficient of variation (CV)	4.847467528
Kurtosis	366.7951503
Mean	1508.229016
Median Absolute Deviation (MAD)	0
Skewness	13.84196134
Sum	1236132435
Variance	53452054.22
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	491905	60.0%
1	11116	1.4%
2	3570	0.4%
3	2473	0.3%
4	1836	0.2%
5	1405	0.2%
6	1235	0.2%
7	1047	0.1%
8	1044	0.1%
9	1037	0.1%
Other values (110562)	302924	37.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	491905	60.0%
0.3333333333	1	< 0.1%
0.375	1	< 0.1%
0.5	4	< 0.1%
0.9601226994	2	< 0.1%

Value	Count	Frequency (%)
591145	1	< 0.1%
590885	1	< 0.1%
499291.6667	1	< 0.1%
472691.3333	1	< 0.1%
472686	1	< 0.1%

dst2src_stddev_piat_ms
Real number (ℝ)

Distinct	129120
Distinct (%)	15.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1208.900181

Minimum	0
Maximum	484430.9371
Zeros	554502
Zeros (%)	67.7%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	530.597462
95-th percentile	4910.095779
Maximum	484430.9371
Range	484430.9371
Interquartile range (IQR)	530.597462

Descriptive statistics

Standard deviation	3791.124251
Coefficient of variation (CV)	3.136010987
Kurtosis	874.2722145
Mean	1208.900181
Median Absolute Deviation (MAD)	0
Skewness	15.59942267
Sum	990804917.4
Variance	14372623.09
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	554502	67.7%
0.7071067812	319	< 0.1%
1.414213562	185	< 0.1%
2.121320344	105	< 0.1%
2.828427125	91	< 0.1%
4.242640687	81	< 0.1%
5.656854249	78	< 0.1%
3.535533906	75	< 0.1%
4.949747468	61	< 0.1%
1.5	58	< 0.1%
Other values (129110)	264037	32.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	554502	67.7%
0.3333333333	1	< 0.1%
0.4409585518	1	< 0.1%
0.4472135955	1	< 0.1%
0.5	11	< 0.1%

Value	Count	Frequency (%)
484430.9371	1	< 0.1%
371016.5817	1	< 0.1%
306327.4519	1	< 0.1%
297417.4973	1	< 0.1%
279738.4932	1	< 0.1%

dst2src_max_piat_ms
Real number (ℝ)

Distinct	24305
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4047.07849

Minimum	0
Maximum	985470
Zeros	491905
Zeros (%)	60.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3230
95-th percentile	10352
Maximum	985470
Range	985470
Interquartile range (IQR)	3230

Descriptive statistics

Standard deviation	12583.05834
Coefficient of variation (CV)	3.109170819
Kurtosis	253.0729751
Mean	4047.07849
Median Absolute Deviation (MAD)	0
Skewness	8.784972947
Sum	3316953154
Variance	158333357.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	491905	60.0%
1	11122	1.4%
2	3480	0.4%
3	2435	0.3%
4	1941	0.2%
10100	1528	0.2%
10101	1520	0.2%
10102	1489	0.2%
5	1477	0.2%
10097	1421	0.2%
Other values (24295)	301274	36.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	491905	60.0%
1	11122	1.4%
2	3480	0.4%
3	2435	0.3%
4	1941	0.2%

Value	Count	Frequency (%)
985470	1	< 0.1%
866811	1	< 0.1%
749271	1	< 0.1%
748722	1	< 0.1%
748452	1	< 0.1%

bidirectional_syn_packets
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6922371131

Minimum	0
Maximum	9
Zeros	541039
Zeros (%)	66.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	2
Maximum	9
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.9841958856
Coefficient of variation (CV)	1.421761225
Kurtosis	-0.412514195
Mean	0.6922371131
Median Absolute Deviation (MAD)	0
Skewness	0.8778509957
Sum	567352
Variance	0.9686415412
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0	541039	66.0%
2	261132	31.9%
3	10394	1.3%
1	5144	0.6%
4	1359	0.2%
7	204	< 0.1%
5	152	< 0.1%
6	104	< 0.1%
8	62	< 0.1%
9	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	541039	66.0%
1	5144	0.6%
2	261132	31.9%
3	10394	1.3%
4	1359	0.2%

Value	Count	Frequency (%)
9	2	< 0.1%
8	62	< 0.1%
7	204	< 0.1%
6	104	< 0.1%
5	152	< 0.1%

bidirectional_cwr_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	819592
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	819592	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	819592	100.0%

Value	Count	Frequency (%)
0	819592	100.0%

bidirectional_ece_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	819592
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	819592	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	819592	100.0%

Value	Count	Frequency (%)
0	819592	100.0%

bidirectional_urg_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	819592
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	819592	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	819592	100.0%

Value	Count	Frequency (%)
0	819592	100.0%

bidirectional_ack_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	1808
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.2948223

Minimum	0
Maximum	392213
Zeros	539908
Zeros (%)	65.9%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	13
95-th percentile	72
Maximum	392213
Range	392213
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	883.8632464
Coefficient of variation (CV)	33.61358507
Kurtosis	121110.033
Mean	26.2948223
Median Absolute Deviation (MAD)	0
Skewness	315.2545538
Sum	21551026
Variance	781214.2383
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	539908	65.9%
6	26635	3.2%
5	14607	1.8%
13	11810	1.4%
32	8864	1.1%
20	7658	0.9%
21	6837	0.8%
11	6665	0.8%
15	6661	0.8%
9	6415	0.8%
Other values (1798)	183532	22.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	539908	65.9%
1	2679	0.3%
2	250	< 0.1%
3	1418	0.2%
4	1883	0.2%

Value	Count	Frequency (%)
392213	2	< 0.1%
275465	2	< 0.1%
124890	4	< 0.1%
110611	4	< 0.1%
89524	2	< 0.1%

bidirectional_psh_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	711
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.390011127

Minimum	0
Maximum	34903
Zeros	587663
Zeros (%)	71.7%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	18
Maximum	34903
Range	34903
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	89.52302982
Coefficient of variation (CV)	16.60906215
Kurtosis	95659.92259
Mean	5.390011127
Median Absolute Deviation (MAD)	0
Skewness	271.5200403
Sum	4417610
Variance	8014.372868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	587663	71.7%
2	23796	2.9%
6	21583	2.6%
7	20958	2.6%
3	19705	2.4%
5	18971	2.3%
8	16438	2.0%
4	16422	2.0%
9	12228	1.5%
10	9505	1.2%
Other values (701)	72323	8.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	587663	71.7%
1	2300	0.3%
2	23796	2.9%
3	19705	2.4%
4	16422	2.0%

Value	Count	Frequency (%)
34903	2	< 0.1%
31175	2	< 0.1%
18767	1	< 0.1%
13249	1	< 0.1%
8200	2	< 0.1%

bidirectional_rst_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	61
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.18023724

Minimum	0
Maximum	259
Zeros	760106
Zeros (%)	92.7%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	259
Range	259
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.027162618
Coefficient of variation (CV)	5.698947774
Kurtosis	11238.10831
Mean	0.18023724
Median Absolute Deviation (MAD)	0
Skewness	61.4520365
Sum	147721
Variance	1.055063043
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	760106	92.7%
3	29208	3.6%
1	20549	2.5%
2	5618	0.7%
4	2046	0.2%
5	1071	0.1%
9	175	< 0.1%
7	158	< 0.1%
6	135	< 0.1%
10	130	< 0.1%
Other values (51)	396	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	760106	92.7%
1	20549	2.5%
2	5618	0.7%
3	29208	3.6%
4	2046	0.2%

Value	Count	Frequency (%)
259	2	< 0.1%
108	2	< 0.1%
93	2	< 0.1%
91	2	< 0.1%
89	2	< 0.1%

bidirectional_fin_packets
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6638327363

Minimum	0
Maximum	11
Zeros	548638
Zeros (%)	66.9%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	2
Maximum	11
Range	11
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	0.9816022769
Coefficient of variation (CV)	1.478689169
Kurtosis	0.9746183928
Mean	0.6638327363
Median Absolute Deviation (MAD)	0
Skewness	1.110677231
Sum	544072
Variance	0.96354303
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	548638	66.9%
2	242537	29.6%
1	16436	2.0%
3	7947	1.0%
4	2688	0.3%
5	805	0.1%
6	234	< 0.1%
9	132	< 0.1%
8	107	< 0.1%
7	62	< 0.1%
Other values (2)	6	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	548638	66.9%
1	16436	2.0%
2	242537	29.6%
3	7947	1.0%
4	2688	0.3%

Value	Count	Frequency (%)
11	2	< 0.1%
10	4	< 0.1%
9	132	< 0.1%
8	107	< 0.1%
7	62	< 0.1%

src2dst_syn_packets
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3542933557

Minimum	0
Maximum	7
Zeros	541041
Zeros (%)	66.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	7
Range	7
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5224629246
Coefficient of variation (CV)	1.474661933
Kurtosis	8.887463037
Mean	0.3542933557
Median Absolute Deviation (MAD)	0
Skewness	1.670581014
Sum	290376
Variance	0.2729675076
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	541041	66.0%
1	270049	32.9%
2	6555	0.8%
3	1461	0.2%
7	206	< 0.1%
5	112	< 0.1%
4	88	< 0.1%
6	80	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	541041	66.0%
1	270049	32.9%
2	6555	0.8%
3	1461	0.2%
4	88	< 0.1%

Value	Count	Frequency (%)
7	206	< 0.1%
6	80	< 0.1%
5	112	< 0.1%
4	88	< 0.1%
3	1461	0.2%

src2dst_cwr_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	819592
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	819592	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	819592	100.0%

Value	Count	Frequency (%)
0	819592	100.0%

src2dst_ece_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	819592
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	819592	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	819592	100.0%

Value	Count	Frequency (%)
0	819592	100.0%

src2dst_urg_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	819592
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	819592	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	819592	100.0%

Value	Count	Frequency (%)
0	819592	100.0%

src2dst_ack_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	847
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.670844762

Minimum	0
Maximum	271835
Zeros	542641
Zeros (%)	66.2%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	6
95-th percentile	30
Maximum	271835
Range	271835
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	493.060322
Coefficient of variation (CV)	50.98420398
Kurtosis	233203.7644
Mean	9.670844762
Median Absolute Deviation (MAD)	0
Skewness	450.7065269
Sum	7926147
Variance	243108.4811
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	542641	66.2%
3	41199	5.0%
6	18915	2.3%
9	18649	2.3%
16	15560	1.9%
7	13261	1.6%
8	12862	1.6%
10	12038	1.5%
11	9865	1.2%
5	8503	1.0%
Other values (837)	126099	15.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	542641	66.2%
1	537	0.1%
2	4111	0.5%
3	41199	5.0%
4	6042	0.7%

Value	Count	Frequency (%)
271835	2	< 0.1%
97615	4	< 0.1%
42452	1	< 0.1%
37224	2	< 0.1%
36078	4	< 0.1%

src2dst_psh_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	282
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.556729446

Minimum	0
Maximum	18766
Zeros	589050
Zeros (%)	71.9%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	6
Maximum	18766
Range	18766
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	31.52807035
Coefficient of variation (CV)	20.2527616
Kurtosis	197215.1468
Mean	1.556729446
Median Absolute Deviation (MAD)	0
Skewness	385.7670085
Sum	1275883
Variance	994.0192198
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	589050	71.9%
1	60157	7.3%
3	58602	7.2%
4	34460	4.2%
2	19265	2.4%
5	13653	1.7%
6	9356	1.1%
7	6815	0.8%
9	3965	0.5%
8	3691	0.5%
Other values (272)	20578	2.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	589050	71.9%
1	60157	7.3%
2	19265	2.4%
3	58602	7.2%
4	34460	4.2%

Value	Count	Frequency (%)
18766	1	< 0.1%
13248	1	< 0.1%
6653	2	< 0.1%
3861	1	< 0.1%
3363	1	< 0.1%

src2dst_rst_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	54
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1316569708

Minimum	0
Maximum	259
Zeros	770470
Zeros (%)	94.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	259
Range	259
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.8582994075
Coefficient of variation (CV)	6.519209749
Kurtosis	21487.95849
Mean	0.1316569708
Median Absolute Deviation (MAD)	0
Skewness	87.26733622
Sum	107905
Variance	0.7366778729
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	770470	94.0%
2	21322	2.6%
1	14932	1.8%
3	9782	1.2%
4	1784	0.2%
5	519	0.1%
6	151	< 0.1%
10	136	< 0.1%
9	107	< 0.1%
7	68	< 0.1%
Other values (44)	321	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	770470	94.0%
1	14932	1.8%
2	21322	2.6%
3	9782	1.2%
4	1784	0.2%

Value	Count	Frequency (%)
259	2	< 0.1%
108	2	< 0.1%
70	2	< 0.1%
55	2	< 0.1%
52	2	< 0.1%

src2dst_fin_packets
Real number (ℝ)

Distinct	11
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3269089986

Minimum	0
Maximum	10
Zeros	553714
Zeros (%)	67.6%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	10
Range	10
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4775980439
Coefficient of variation (CV)	1.460951047
Kurtosis	3.200720823
Mean	0.3269089986
Median Absolute Deviation (MAD)	0
Skewness	1.056678599
Sum	267932
Variance	0.2280998915
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	553714	67.6%
1	264282	32.2%
2	1424	0.2%
3	88	< 0.1%
8	26	< 0.1%
4	23	< 0.1%
5	14	< 0.1%
9	10	< 0.1%
6	5	< 0.1%
7	4	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	553714	67.6%
1	264282	32.2%
2	1424	0.2%
3	88	< 0.1%
4	23	< 0.1%

Value	Count	Frequency (%)
10	2	< 0.1%
9	10	< 0.1%
8	26	< 0.1%
7	4	< 0.1%
6	5	< 0.1%

dst2src_syn_packets
Real number (ℝ)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3379437574

Minimum	0
Maximum	6
Zeros	548115
Zeros (%)	66.9%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4880412658
Coefficient of variation (CV)	1.444149374
Kurtosis	-0.45039991
Mean	0.3379437574
Median Absolute Deviation (MAD)	0
Skewness	0.9008296936
Sum	276976
Variance	0.2381842771
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	548115	66.9%
1	266359	32.5%
2	4763	0.6%
3	339	< 0.1%
4	10	< 0.1%
6	4	< 0.1%
5	2	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	548115	66.9%
1	266359	32.5%
2	4763	0.6%
3	339	< 0.1%
4	10	< 0.1%

Value	Count	Frequency (%)
6	4	< 0.1%
5	2	< 0.1%
4	10	< 0.1%
3	339	< 0.1%
2	4763	0.6%

dst2src_cwr_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	819592
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	819592	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	819592	100.0%

Value	Count	Frequency (%)
0	819592	100.0%

dst2src_ece_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	819592
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	819592	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	819592	100.0%

Value	Count	Frequency (%)
0	819592	100.0%

dst2src_urg_packets
Real number (ℝ)

CONSTANT ZEROS

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	819592
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	819592	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	819592	100.0%

Value	Count	Frequency (%)
0	819592	100.0%

dst2src_ack_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	1524
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.62397754

Minimum	0
Maximum	238241
Zeros	540142
Zeros (%)	65.9%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	7
95-th percentile	41
Maximum	238241
Range	238241
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	505.43486
Coefficient of variation (CV)	30.40396673
Kurtosis	132109.5904
Mean	16.62397754
Median Absolute Deviation (MAD)	0
Skewness	318.2594555
Sum	13624879
Variance	255464.3977
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	540142	65.9%
3	29088	3.5%
2	15861	1.9%
7	14755	1.8%
9	12753	1.6%
16	11793	1.4%
11	10437	1.3%
5	10392	1.3%
10	10171	1.2%
12	9823	1.2%
Other values (1514)	154377	18.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	540142	65.9%
1	3906	0.5%
2	15861	1.9%
3	29088	3.5%
4	6725	0.8%

Value	Count	Frequency (%)
238241	2	< 0.1%
120378	2	< 0.1%
75240	2	< 0.1%
74533	4	< 0.1%
39095	2	< 0.1%

dst2src_psh_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	618
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.833281682

Minimum	0
Maximum	34899
Zeros	590102
Zeros (%)	72.0%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	11
Maximum	34899
Range	34899
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	76.63220536
Coefficient of variation (CV)	19.99127946
Kurtosis	131280.7596
Mean	3.833281682
Median Absolute Deviation (MAD)	0
Skewness	320.9870882
Sum	3141727
Variance	5872.494899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	590102	72.0%
2	41862	5.1%
3	30771	3.8%
1	30720	3.7%
4	27779	3.4%
5	19033	2.3%
6	11980	1.5%
7	7713	0.9%
8	5845	0.7%
9	4830	0.6%
Other values (608)	48957	6.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	590102	72.0%
1	30720	3.7%
2	41862	5.1%
3	30771	3.8%
4	27779	3.4%

Value	Count	Frequency (%)
34899	2	< 0.1%
24522	2	< 0.1%
8129	2	< 0.1%
7494	2	< 0.1%
5778	2	< 0.1%

dst2src_rst_packets
Real number (ℝ)

SKEWED ZEROS

Distinct	30
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04858026921

Minimum	0
Maximum	46
Zeros	788785
Zeros (%)	96.2%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	46
Range	46
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.3424832229
Coefficient of variation (CV)	7.049842015
Kurtosis	4012.745096
Mean	0.04858026921
Median Absolute Deviation (MAD)	0
Skewness	40.85727694
Sum	39816
Variance	0.117294758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
0	788785	96.2%
1	25261	3.1%
2	3971	0.5%
3	1085	0.1%
4	291	< 0.1%
5	68	< 0.1%
6	32	< 0.1%
7	12	< 0.1%
9	12	< 0.1%
17	8	< 0.1%
Other values (20)	67	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	788785	96.2%
1	25261	3.1%
2	3971	0.5%
3	1085	0.1%
4	291	< 0.1%

Value	Count	Frequency (%)
46	2	< 0.1%
45	2	< 0.1%
44	2	< 0.1%
42	2	< 0.1%
36	2	< 0.1%

dst2src_fin_packets
Real number (ℝ)

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3369237377

Minimum	0
Maximum	8
Zeros	561665
Zeros (%)	68.5%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	1
95-th percentile	1
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.5424540331
Coefficient of variation (CV)	1.610020228
Kurtosis	13.11133457
Mean	0.3369237377
Median Absolute Deviation (MAD)	0
Skewness	2.209375381
Sum	276140
Variance	0.294256378
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	561665	68.5%
1	246113	30.0%
2	7758	0.9%
3	2752	0.3%
4	835	0.1%
5	233	< 0.1%
8	136	< 0.1%
7	62	< 0.1%
6	38	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	561665	68.5%
1	246113	30.0%
2	7758	0.9%
3	2752	0.3%
4	835	0.1%

Value	Count	Frequency (%)
8	136	< 0.1%
7	62	< 0.1%
6	38	< 0.1%
5	233	< 0.1%
4	835	0.1%

application_name
Text

Distinct	212
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.5 MiB

Length

Max length	21
Median length	3
Mean length	5.669639284
Min length	3

Characters and Unicode

Total characters	4646791
Distinct characters	56
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	SSDP
2nd row	MDNS
3rd row	MDNS
4th row	DNS
5th row	DNS.Google

Value	Count	Frequency (%)
dns	323427	39.5%
http	119979	14.6%
tls	106227	13.0%
dns.google	68771	8.4%
dns.facebook	37214	4.5%
dns.amazonaws	32051	3.9%
icmpv6	12934	1.6%
tls.google	9869	1.2%
http.ocsp	8515	1.0%
dns.twitter	7860	1.0%
Other values (202)	92745	11.3%

Most occurring characters

Value	Count	Frequency (%)
S	712025	15.3%
N	513118	11.0%
D	511348	11.0%
T	445147	9.6%
o	348005	7.5%
.	233793	5.0%
e	187309	4.0%
P	180861	3.9%
L	142192	3.1%
H	140162	3.0%
Other values (46)	1232831	26.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	3032962	65.3%
Lowercase Letter	1363050	29.3%
Other Punctuation	233793	5.0%
Decimal Number	16080	0.3%
Open Punctuation	313	< 0.1%
Close Punctuation	313	< 0.1%
Connector Punctuation	278	< 0.1%
Dash Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	348005	25.5%
e	187309	13.7%
l	102140	7.5%
a	101786	7.5%
g	94138	6.9%
n	63302	4.6%
c	56418	4.1%
b	50445	3.7%
t	49801	3.7%
m	46055	3.4%
Other values (14)	263651	19.3%

Uppercase Letter

Value	Count	Frequency (%)
S	712025	23.5%
N	513118	16.9%
D	511348	16.9%
T	445147	14.7%
P	180861	6.0%
L	142192	4.7%
H	140162	4.6%
G	96974	3.2%
A	84180	2.8%
F	39743	1.3%
Other values (12)	167212	5.5%

Decimal Number

Value	Count	Frequency (%)
6	14027	87.2%
2	927	5.8%
3	491	3.1%
5	491	3.1%
1	144	0.9%

Other Punctuation

Value	Count	Frequency (%)
.	233793	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	313	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	313	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	278	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4396012	94.6%
Common	250779	5.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	712025	16.2%
N	513118	11.7%
D	511348	11.6%
T	445147	10.1%
o	348005	7.9%
e	187309	4.3%
P	180861	4.1%
L	142192	3.2%
H	140162	3.2%
l	102140	2.3%
Other values (36)	1113705	25.3%

Common

Value	Count	Frequency (%)
.	233793	93.2%
6	14027	5.6%
2	927	0.4%
3	491	0.2%
5	491	0.2%
(	313	0.1%
)	313	0.1%
_	278	0.1%
1	144	0.1%
-	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4646791	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	712025	15.3%
N	513118	11.0%
D	511348	11.0%
T	445147	9.6%
o	348005	7.5%
.	233793	5.0%
e	187309	4.0%
P	180861	3.9%
L	142192	3.1%
H	140162	3.0%
Other values (46)	1232831	26.5%

application_category_name
Text

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	12.5 MiB

Length

Max length	14
Median length	7
Mean length	6.169580718
Min length	3

Characters and Unicode

Total characters	5056539
Distinct characters	37
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	System
2nd row	Network
3rd row	Network
4th row	Network
5th row	Network

Value	Count	Frequency (%)
network	535279	65.3%
web	220517	26.9%
advertisement	27667	3.4%
socialnetwork	8396	1.0%
system	7144	0.9%
cloud	5717	0.7%
download	5222	0.6%
media	3959	0.5%
unspecified	1474	0.2%
conncheck	648	0.1%
Other values (14)	3569	0.4%

Most occurring characters

Value	Count	Frequency (%)
e	863489	17.1%
t	607763	12.0%
r	572672	11.3%
o	570498	11.3%
w	548901	10.9%
k	544323	10.8%
N	544303	10.8%
b	221095	4.4%
W	220517	4.4%
i	45280	0.9%
Other values (27)	317698	6.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4226257	83.6%
Uppercase Letter	830282	16.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	863489	20.4%
t	607763	14.4%
r	572672	13.6%
o	570498	13.5%
w	548901	13.0%
k	544323	12.9%
b	221095	5.2%
i	45280	1.1%
d	44264	1.0%
s	36773	0.9%
Other values (12)	171199	4.1%

Uppercase Letter

Value	Count	Frequency (%)
N	544303	65.6%
W	220517	26.6%
A	27680	3.3%
S	16487	2.0%
C	8014	1.0%
D	5223	0.6%
M	4261	0.5%
U	1478	0.2%
V	1035	0.1%
P	814	0.1%
Other values (5)	470	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5056539	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	863489	17.1%
t	607763	12.0%
r	572672	11.3%
o	570498	11.3%
w	548901	10.9%
k	544323	10.8%
N	544303	10.8%
b	221095	4.4%
W	220517	4.4%
i	45280	0.9%
Other values (27)	317698	6.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5056539	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	863489	17.1%
t	607763	12.0%
r	572672	11.3%
o	570498	11.3%
w	548901	10.9%
k	544323	10.8%
N	544303	10.8%
b	221095	4.4%
W	220517	4.4%
i	45280	0.9%
Other values (27)	317698	6.3%

application_is_guessed
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.06262140187

Minimum	0
Maximum	1
Zeros	768268
Zeros (%)	93.7%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.242280898
Coefficient of variation (CV)	3.868979147
Kurtosis	11.03586083
Mean	0.06262140187
Median Absolute Deviation (MAD)	0
Skewness	3.610517124
Sum	51324
Variance	0.05870003352
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
0	768268	93.7%
1	51324	6.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	768268	93.7%
1	51324	6.3%

Value	Count	Frequency (%)
1	51324	6.3%
0	768268	93.7%

application_confidence
Real number (ℝ)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.67962596

Minimum	0
Maximum	6
Zeros	1474
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	6
Q3	6
95-th percentile	6
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.224930636
Coefficient of variation (CV)	0.2156710045
Kurtosis	10.87041851
Mean	5.67962596
Median Absolute Deviation (MAD)	0
Skewness	-3.580058881
Sum	4654976
Variance	1.500455064
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
6	766740	93.6%
1	50053	6.1%
0	1474	0.2%
3	871	0.1%
4	400	< 0.1%
5	54	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1474	0.2%
1	50053	6.1%
3	871	0.1%
4	400	< 0.1%
5	54	< 0.1%

Value	Count	Frequency (%)
6	766740	93.6%
5	54	< 0.1%
4	400	< 0.1%
3	871	0.1%
1	50053	6.1%

requested_server_name
Text

Distinct	16272
Distinct (%)	2.2%
Missing	85278
Missing (%)	10.4%
Memory size	12.5 MiB

Length

Max length	79
Median length	70
Mean length	20.28968125
Min length	3

Characters and Unicode

Total characters	14898997
Distinct characters	43
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	215 ?
Unique (%)	< 0.1%

Sample

1st row	239.255.255.250:1900
2nd row	_googlecast._tcp.local
3rd row	_googlecast._tcp.local
4th row	mobile.slashdot.org
5th row	accounts.google.com

Value	Count	Frequency (%)
www.facebook.com	8804	1.2%
e8218.dscb1.akamaiedge.net	8010	1.1%
star-mini.c10r.facebook.com	7997	1.1%
email.seznam.cz	7804	1.1%
www.google.com	5483	0.7%
detectportal.firefox.com	5246	0.7%
scontent.xx.fbcdn.net	4693	0.6%
d2tpbry8f62bv9.cloudfront.net	4480	0.6%
ib.adnxs.com	4066	0.6%
www.google-analytics.com	3858	0.5%
Other values (16260)	673882	91.8%

Most occurring characters

Value	Count	Frequency (%)
.	1709880	11.5%
o	1187938	8.0%
e	1130631	7.6%
c	1113106	7.5%
a	977281	6.6%
t	842053	5.7%
m	803240	5.4%
s	729266	4.9%
n	686016	4.6%
i	597316	4.0%
Other values (33)	5122270	34.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	12174542	81.7%
Other Punctuation	1712251	11.5%
Decimal Number	791978	5.3%
Dash Punctuation	220000	1.5%
Connector Punctuation	207	< 0.1%
Space Separator	9	< 0.1%
Open Punctuation	5	< 0.1%
Close Punctuation	5	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	1187938	9.8%
e	1130631	9.3%
c	1113106	9.1%
a	977281	8.0%
t	842053	6.9%
m	803240	6.6%
s	729266	6.0%
n	686016	5.6%
i	597316	4.9%
d	546021	4.5%
Other values (16)	3561674	29.3%

Decimal Number

Value	Count	Frequency (%)
1	179285	22.6%
2	120481	15.2%
0	86420	10.9%
8	67854	8.6%
3	67242	8.5%
9	57475	7.3%
5	57080	7.2%
6	54962	6.9%
7	50869	6.4%
4	50310	6.4%

Other Punctuation

Value	Count	Frequency (%)
.	1709880	99.9%
:	2371	0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	220000	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	207	100.0%

Space Separator

Value	Count	Frequency (%)
	9	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	5	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	12174542	81.7%
Common	2724455	18.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	1187938	9.8%
e	1130631	9.3%
c	1113106	9.1%
a	977281	8.0%
t	842053	6.9%
m	803240	6.6%
s	729266	6.0%
n	686016	5.6%
i	597316	4.9%
d	546021	4.5%
Other values (16)	3561674	29.3%

Common

Value	Count	Frequency (%)
.	1709880	62.8%
-	220000	8.1%
1	179285	6.6%
2	120481	4.4%
0	86420	3.2%
8	67854	2.5%
3	67242	2.5%
9	57475	2.1%
5	57080	2.1%
6	54962	2.0%
Other values (7)	103776	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14898997	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	1709880	11.5%
o	1187938	8.0%
e	1130631	7.6%
c	1113106	7.5%
a	977281	6.6%
t	842053	5.7%
m	803240	5.4%
s	729266	4.9%
n	686016	4.6%
i	597316	4.0%
Other values (33)	5122270	34.4%

client_fingerprint
Text

Distinct	47
Distinct (%)	< 0.1%
Missing	684924
Missing (%)	83.6%
Memory size	12.5 MiB

Length

Max length	47
Median length	32
Mean length	31.96772062
Min length	5

Characters and Unicode

Total characters	4305029
Distinct characters	17
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	< 0.1%

Sample

1st row	07b4162d4db57554961824a21c4a0fde
2nd row	07b4162d4db57554961824a21c4a0fde
3rd row	07b4162d4db57554961824a21c4a0fde
4th row	07b4162d4db57554961824a21c4a0fde
5th row	07b4162d4db57554961824a21c4a0fde

Value	Count	Frequency (%)
0ffee3ba8e615ad22535e7f771690a28	65649	48.7%
1a5fe5677b0e4fbbc854e8908225637d	23939	17.8%
07b4162d4db57554961824a21c4a0fde	20140	15.0%
dda6c525431b3259dac349220160cdcb	15252	11.3%
61d0d709fe7ac199ef4b2c52bc8cef75	6076	4.5%
6b87ab76e189e2222a12ff9d643060cd	2328	1.7%
c5ec106b91c503167f57054ca38da945	340	0.3%
dfa6e4a7819410092c24975e860e1380	124	0.1%
1,3,6,12,15,28,42	123	0.1%
bb32cf215dd58fdee6573e65933e6c55	107	0.1%
Other values (37)	590	0.4%

Most occurring characters

Value	Count	Frequency (%)
5	414766	9.6%
2	391718	9.1%
e	378970	8.8%
7	334009	7.8%
a	304307	7.1%
f	289233	6.7%
0	268968	6.2%
6	267899	6.2%
1	266161	6.2%
8	235651	5.5%
Other values (7)	1153347	26.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2740476	63.7%
Lowercase Letter	1562484	36.3%
Other Punctuation	2069	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	414766	15.1%
2	391718	14.3%
7	334009	12.2%
0	268968	9.8%
6	267899	9.8%
1	266161	9.7%
8	235651	8.6%
3	206003	7.5%
4	190128	6.9%
9	165173	6.0%

Lowercase Letter

Value	Count	Frequency (%)
e	378970	24.3%
a	304307	19.5%
f	289233	18.5%
d	229305	14.7%
b	226530	14.5%
c	134139	8.6%

Other Punctuation

Value	Count	Frequency (%)
,	2069	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	2742545	63.7%
Latin	1562484	36.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	414766	15.1%
2	391718	14.3%
7	334009	12.2%
0	268968	9.8%
6	267899	9.8%
1	266161	9.7%
8	235651	8.6%
3	206003	7.5%
4	190128	6.9%
9	165173	6.0%

Latin

Value	Count	Frequency (%)
e	378970	24.3%
a	304307	19.5%
f	289233	18.5%
d	229305	14.7%
b	226530	14.5%
c	134139	8.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4305029	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	414766	9.6%
2	391718	9.1%
e	378970	8.8%
7	334009	7.8%
a	304307	7.1%
f	289233	6.7%
0	268968	6.2%
6	267899	6.2%
1	266161	6.2%
8	235651	5.5%
Other values (7)	1153347	26.8%

server_fingerprint
Text

Distinct	267
Distinct (%)	0.2%
Missing	685707
Missing (%)	83.7%
Memory size	12.5 MiB

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	4284320
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	303951d4c50efb2e991652225a6f02b1
2nd row	76cc3e2d3028143b23ec18e27dbd7ca9
3rd row	303951d4c50efb2e991652225a6f02b1
4th row	76cc3e2d3028143b23ec18e27dbd7ca9
5th row	b898351eb5e266aefd3723d466935494

Value	Count	Frequency (%)
303951d4c50efb2e991652225a6f02b1	17183	12.8%
76cc3e2d3028143b23ec18e27dbd7ca9	9550	7.1%
2b33c1374db4ddf06942f92373c0b54b	5980	4.5%
fbe78c619e7ea20046131294ad087f05	5349	4.0%
410b9bedaf65dd26c6fe547154d60db4	5125	3.8%
7bee5c1d424b7e5f943b06983bb11422	4615	3.4%
d199ba0af2b08e204c73d6d81a1fd260	4279	3.2%
8d2a028aa94425f76ced7826b1f39039	4227	3.2%
ab41313cfec25328b20865eb1388e0a2	4047	3.0%
b898351eb5e266aefd3723d466935494	3851	2.9%
Other values (257)	69679	52.0%

Most occurring characters

Value	Count	Frequency (%)
2	363206	8.5%
1	316234	7.4%
3	287941	6.7%
b	287500	6.7%
5	284175	6.6%
0	278494	6.5%
e	276077	6.4%
d	274180	6.4%
9	272434	6.4%
4	257200	6.0%
Other values (6)	1386879	32.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2754860	64.3%
Lowercase Letter	1529460	35.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	363206	13.2%
1	316234	11.5%
3	287941	10.5%
5	284175	10.3%
0	278494	10.1%
9	272434	9.9%
4	257200	9.3%
6	249631	9.1%
7	228820	8.3%
8	216725	7.9%

Lowercase Letter

Value	Count	Frequency (%)
b	287500	18.8%
e	276077	18.1%
d	274180	17.9%
f	240722	15.7%
c	232602	15.2%
a	218379	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	2754860	64.3%
Latin	1529460	35.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	363206	13.2%
1	316234	11.5%
3	287941	10.5%
5	284175	10.3%
0	278494	10.1%
9	272434	9.9%
4	257200	9.3%
6	249631	9.1%
7	228820	8.3%
8	216725	7.9%

Latin

Value	Count	Frequency (%)
b	287500	18.8%
e	276077	18.1%
d	274180	17.9%
f	240722	15.7%
c	232602	15.2%
a	218379	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4284320	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	363206	8.5%
1	316234	7.4%
3	287941	6.7%
b	287500	6.7%
5	284175	6.6%
0	278494	6.5%
e	276077	6.4%
d	274180	6.4%
9	272434	6.4%
4	257200	6.0%
Other values (6)	1386879	32.4%

user_agent
Text

Distinct	22
Distinct (%)	< 0.1%
Missing	729736
Missing (%)	89.0%
Memory size	12.5 MiB

Length

Max length	151
Median length	102
Mean length	73.89952813
Min length	1

Characters and Unicode

Total characters	6640316
Distinct characters	66
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Mozilla/5.0 (X11; Linux x86_64; rv:43.0) Gecko/20100101 Firefox/43.0 Iceweasel/43.0.4
2nd row	Mozilla/5.0 (X11; Linux x86_64; rv:43.0) Gecko/20100101 Firefox/43.0 Iceweasel/43.0.4
3rd row	Mozilla/5.0 (X11; Linux x86_64; rv:43.0) Gecko/20100101 Firefox/43.0 Iceweasel/43.0.4
4th row	Mozilla/5.0 (X11; Linux x86_64; rv:43.0) Gecko/20100101 Firefox/43.0 Iceweasel/43.0.4
5th row	Mozilla/5.0 (X11; Linux x86_64; rv:43.0) Gecko/20100101 Firefox/43.0 Iceweasel/43.0.4

Value	Count	Frequency (%)
mozilla/5.0	84660	12.7%
gecko/20100101	84639	12.7%
linux	44084	6.6%
x11	44062	6.6%
x86_64	44042	6.6%
rv:43.0	44032	6.6%
firefox/43.0	44032	6.6%
iceweasel/43.0.4	44032	6.6%
nt	40601	6.1%
6.1	40601	6.1%
Other values (64)	152441	22.8%

Most occurring characters

Value	Count	Frequency (%)
0	640752	9.6%
	577370	8.7%
.	403232	6.1%
1	395017	5.9%
e	315236	4.7%
/	310396	4.7%
o	302897	4.6%
i	263721	4.0%
4	220222	3.3%
l	217528	3.3%
Other values (56)	2993945	45.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2444817	36.8%
Decimal Number	1913420	28.8%
Other Punctuation	935276	14.1%
Space Separator	577370	8.7%
Uppercase Letter	555943	8.4%
Open Punctuation	84707	1.3%
Close Punctuation	84707	1.3%
Connector Punctuation	44042	0.7%
Dash Punctuation	34	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	315236	12.9%
o	302897	12.4%
i	263721	10.8%
l	217528	8.9%
r	178234	7.3%
x	176827	7.2%
c	132853	5.4%
a	132851	5.4%
n	98352	4.0%
s	90090	3.7%
Other values (15)	536228	21.9%

Uppercase Letter

Value	Count	Frequency (%)
M	84846	15.3%
G	84659	15.2%
F	84641	15.2%
L	48183	8.7%
I	44367	8.0%
X	44062	7.9%
W	41268	7.4%
T	40659	7.3%
N	40636	7.3%
P	20458	3.7%
Other values (11)	22164	4.0%

Decimal Number

Value	Count	Frequency (%)
0	640752	33.5%
1	395017	20.6%
4	220222	11.5%
3	209470	10.9%
5	165927	8.7%
6	141023	7.4%
2	96828	5.1%
8	44086	2.3%
7	65	< 0.1%
9	30	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	403232	43.1%
/	310396	33.2%
;	128799	13.8%
:	84639	9.0%
,	8210	0.9%

Space Separator

Value	Count	Frequency (%)
	577370	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	84707	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	84707	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	44042	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	34	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3639556	54.8%
Latin	3000760	45.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	315236	10.5%
o	302897	10.1%
i	263721	8.8%
l	217528	7.2%
r	178234	5.9%
x	176827	5.9%
c	132853	4.4%
a	132851	4.4%
n	98352	3.3%
s	90090	3.0%
Other values (36)	1092171	36.4%

Common

Value	Count	Frequency (%)
0	640752	17.6%
	577370	15.9%
.	403232	11.1%
1	395017	10.9%
/	310396	8.5%
4	220222	6.1%
3	209470	5.8%
5	165927	4.6%
6	141023	3.9%
;	128799	3.5%
Other values (10)	447348	12.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6640316	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	640752	9.6%
	577370	8.7%
.	403232	6.1%
1	395017	5.9%
e	315236	4.7%
/	310396	4.7%
o	302897	4.6%
i	263721	4.0%
4	220222	3.3%
l	217528	3.3%
Other values (56)	2993945	45.1%

content_type
Text

Distinct	77
Distinct (%)	0.1%
Missing	737454
Missing (%)	90.0%
Memory size	12.5 MiB

Length

Max length	33
Median length	26
Mean length	14.23717402
Min length	1

Characters and Unicode

Total characters	1169413
Distinct characters	50
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	< 0.1%

Sample

1st row	application/ocsp-response
2nd row	text/html
3rd row	text/css
4th row	text/css
5th row	text/css

Value	Count	Frequency (%)
text/html	11650	14.2%
image/gif	11466	14.0%
application/javascript	8488	10.4%
application/ocsp-response	8437	10.3%
image/jpeg	7843	9.6%
text/javascript	7432	9.1%
application/x-javascript	6015	7.3%
text/css	4170	5.1%
application/json	4012	4.9%
text/xml	3982	4.9%
Other values (58)	8469	10.3%

Most occurring characters

Value	Count	Frequency (%)
a	126420	10.8%
t	124626	10.7%
i	115724	9.9%
p	108913	9.3%
/	81968	7.0%
e	78761	6.7%
c	63501	5.4%
s	60649	5.2%
o	52725	4.5%
n	48254	4.1%
Other values (40)	307872	26.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1069384	91.4%
Other Punctuation	82294	7.0%
Dash Punctuation	16087	1.4%
Decimal Number	861	0.1%
Math Symbol	319	< 0.1%
Uppercase Letter	282	< 0.1%
Space Separator	186	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	126420	11.8%
t	124626	11.7%
i	115724	10.8%
p	108913	10.2%
e	78761	7.4%
c	63501	5.9%
s	60649	5.7%
o	52725	4.9%
n	48254	4.5%
l	46979	4.4%
Other values (15)	242832	22.7%

Uppercase Letter

Value	Count	Frequency (%)
P	46	16.3%
G	42	14.9%
J	38	13.5%
E	38	13.5%
T	28	9.9%
M	20	7.1%
L	20	7.1%
H	14	5.0%
U	12	4.3%
F	8	2.8%
Other values (4)	16	5.7%

Other Punctuation

Value	Count	Frequency (%)
/	81968	99.6%
.	294	0.4%
*	22	< 0.1%
,	10	< 0.1%

Decimal Number

Value	Count	Frequency (%)
2	805	93.5%
4	50	5.8%
8	6	0.7%

Math Symbol

Value	Count	Frequency (%)
+	313	98.1%
=	6	1.9%

Dash Punctuation

Value	Count	Frequency (%)
-	16087	100.0%

Space Separator

Value	Count	Frequency (%)
	186	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1069666	91.5%
Common	99747	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	126420	11.8%
t	124626	11.7%
i	115724	10.8%
p	108913	10.2%
e	78761	7.4%
c	63501	5.9%
s	60649	5.7%
o	52725	4.9%
n	48254	4.5%
l	46979	4.4%
Other values (29)	243114	22.7%

Common

Value	Count	Frequency (%)
/	81968	82.2%
-	16087	16.1%
2	805	0.8%
+	313	0.3%
.	294	0.3%
	186	0.2%
4	50	0.1%
*	22	< 0.1%
,	10	< 0.1%
=	6	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1169413	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	126420	10.8%
t	124626	10.7%
i	115724	9.9%
p	108913	9.3%
/	81968	7.0%
e	78761	6.7%
c	63501	5.4%
s	60649	5.2%
o	52725	4.5%
n	48254	4.1%
Other values (40)	307872	26.3%

label
Real number (ℝ)

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5063751232

Minimum	0
Maximum	1
Zeros	404571
Zeros (%)	49.4%
Negative	0
Negative (%)	0.0%
Memory size	12.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	1
95-th percentile	1
Maximum	1
Range	1
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.4999596612
Coefficient of variation (CV)	0.9873306136
Kurtosis	-1.999354496
Mean	0.5063751232
Median Absolute Deviation (MAD)	0
Skewness	-0.02550261265
Sum	415021
Variance	0.2499596628
Monotonicity	Decreasing

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
1	415021	50.6%
0	404571	49.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	404571	49.4%
1	415021	50.6%

Value	Count	Frequency (%)
1	415021	50.6%
0	404571	49.4%

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII